IODS Final assignment
Elsa Isabel de Oliveira Marques
elsa.marques@helsinki.fi10/12/2017
Abstract
This file describes my work for the final project of the Introduction to Open Data Science course. I am using for this project the “hobbies” dataset, available in the FactoMineR libray. This dataset and its analysis will provide answers to some stereoyped ideas that gender, profession, age, marital status would define the type and amount of hobbies enquired people undertook. Under the shown analysis one can verify that ??? is not really affecting the type of hobbies selected, while ?? and ?? seem to have a stronger impact in the hobbies you decide to perform. Also the amount of activities taken by enquired people seems to be positively increased in certain professions and age groups of the enquired people but not realy by gender.1 - Wrangling data
1.1 - Description of the original data set
The chosen data is originated from an enquiry about hobbies currently available in the FactoMiner library. The questionaire includes 18 questions regarding the type of hobbies undertaken by the enquired people. As suplemmentary questions: the amount of activities undertaken and four questions regarding the enquired people age, gender, profession and marital status were included. The data was collect from a total of 8403 individuals.
- Overview of the suplemmentary variables used to label the individuals:
- Gender / Sex (male, female);
- Age groups (15-25, 26-35, 36-45, 46-55, 56-65, 66-75, 76-85, 86-100);
- Marital status (single, married, widowed,divorced, remarried);
- Profession (manual labourer, unskilled worker, technician, foreman, senior management, employee, other).
1.2 - Data wrangling script file
In order to perform a complete analysis I excluded from the data set all rows that included NA values;
- All variables need to be factors in order to perform the MCA analysis
- “Number of activities” in hobbies was presented as intervals (quantitave variable);
- For Linear regression analysis
- Subsets of data were created in order to further validate the research hypothesis:
- Hobbies divided by Generic, Sport, Artistic, Handcraft and Charity related categories
2 - Research topic and hypothesis
For this exercise I am using the hobbies dataset that can be found in the FactoMineR libray. I will try to evaluate how different are the hobbies undertaken by gender, age, marital status and by the enquired professions. Will more demanding professions leave less space for hobbies or people will chose less time consuming hobbies? Is there some hobbies that are stereotypically associated with one or the other gender of the enquired people? Is age related with the amount and type of hobbies that inquired undertake?
To explore if my hypothesis holds true, I explored the data trying to understand the following points:
What kind of hobbies are more trendy among each Age, Gender, Profession or Marital Status group.
- Hobbies categories Vs Age
- Hobbies categories Vs Gender
- Hobbies categories Vs Profession
- Hobbies categories Vs Marital Status
Linear regressions amongst the following variables:
- Number of activities Vs Age
- Number of activities Vs Gender
- Number of activities Vs Profession
- Number of activities Vs Marital Status
3 - Data Analysis
3.1 - Load data and explore data summary, dimensions and correlations
3.1.1 - For the overall data
Hobbies <- read.table("data/hobbies_.csv", header = TRUE, sep = ",")
head(Hobbies, n = 10)## Read L.Music Cinema Show Exhib Comp Sport Walk Travel Play.M Collect
## 1 1 1 1 1 1 0 1 1 1 0 0
## 2 1 1 0 0 1 0 0 0 1 0 0
## 3 1 1 1 1 0 0 0 1 0 0 0
## 4 0 0 0 0 0 0 0 0 0 0 0
## 5 0 1 0 0 0 1 1 0 0 0 0
## 6 1 1 1 1 0 1 1 1 1 1 0
## 7 1 1 1 0 1 0 0 0 0 1 0
## 8 1 0 1 1 0 0 1 0 0 0 0
## 9 1 1 1 1 1 0 0 1 1 0 0
## 10 1 1 1 1 1 1 1 0 1 0 0
## Volunteer Mech Garden Knitt Cook Fish TV Gender Age Marital.St
## 1 1 1 0 0 0 0 2 F (55,65] Married
## 2 0 0 0 0 0 0 4 F (25,35] Remarried
## 3 0 0 0 0 0 0 3 M (55,65] Married
## 4 0 1 0 0 0 0 3 M (45,55] Married
## 5 0 1 0 0 0 0 3 M (35,45] Married
## 6 0 0 0 0 0 0 1 F (35,45] Single
## 7 0 1 1 0 0 0 1 F (25,35] Single
## 8 0 0 0 0 0 0 0 F [15,25] Single
## 9 0 0 0 0 0 0 2 F (75,85] Divorcee
## 10 0 0 0 0 0 0 3 F (35,45] Married
## Prof N.Act
## 1 Management 11
## 2 Management 5
## 3 Employee 6
## 4 Manual labourer 2
## 5 Employee 5
## 6 Management 10
## 7 Employee 8
## 8 Employee 4
## 9 Management 8
## 10 Employee 9summary(Hobbies)## Read L.Music Cinema Show
## Min. :0.000 Min. :0.0000 Min. :0.0000 Min. :0.0000
## 1st Qu.:0.000 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000
## Median :1.000 Median :1.0000 Median :0.0000 Median :0.0000
## Mean :0.672 Mean :0.7131 Mean :0.4012 Mean :0.2902
## 3rd Qu.:1.000 3rd Qu.:1.0000 3rd Qu.:1.0000 3rd Qu.:1.0000
## Max. :1.000 Max. :1.0000 Max. :1.0000 Max. :1.0000
##
## Exhib Comp Sport Walk
## Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
## 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000
## Median :0.0000 Median :0.0000 Median :0.0000 Median :1.0000
## Mean :0.3127 Mean :0.3778 Mean :0.3684 Mean :0.5108
## 3rd Qu.:1.0000 3rd Qu.:1.0000 3rd Qu.:1.0000 3rd Qu.:1.0000
## Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
##
## Travel Play.M Collect Volunteer
## Min. :0.0000 Min. :0.00 Min. :0.0000 Min. :0.0000
## 1st Qu.:0.0000 1st Qu.:0.00 1st Qu.:0.0000 1st Qu.:0.0000
## Median :0.0000 Median :0.00 Median :0.0000 Median :0.0000
## Mean :0.4065 Mean :0.17 Mean :0.1096 Mean :0.1571
## 3rd Qu.:1.0000 3rd Qu.:0.00 3rd Qu.:0.0000 3rd Qu.:0.0000
## Max. :1.0000 Max. :1.00 Max. :1.0000 Max. :1.0000
##
## Mech Garden Knitt Cook
## Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
## 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000
## Median :0.0000 Median :0.0000 Median :0.0000 Median :0.0000
## Mean :0.4398 Mean :0.4109 Mean :0.1709 Mean :0.4455
## 3rd Qu.:1.0000 3rd Qu.:1.0000 3rd Qu.:0.0000 3rd Qu.:1.0000
## Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
##
## Fish TV Gender Age Marital.St
## Min. :0.0000 Min. :0.00 F:3772 (45,55]:1624 Divorcee : 712
## 1st Qu.:0.0000 1st Qu.:1.00 M:3133 (35,45]:1455 Married :3631
## Median :0.0000 Median :2.00 (25,35]:1183 Remarried: 352
## Mean :0.1134 Mean :2.37 (55,65]:1067 Single :1609
## 3rd Qu.:0.0000 3rd Qu.:4.00 (65,75]: 713 Widower : 601
## Max. :1.0000 Max. :4.00 [15,25]: 456
## (Other): 407
## Prof N.Act
## Employee :2552 Min. : 0.00
## Foreman : 735 1st Qu.: 4.00
## Management :1052 Median : 7.00
## Manual labourer :1161 Mean : 6.95
## Other : 212 3rd Qu.: 9.00
## Technician : 401 Max. :16.00
## Unskilled worker: 7923.1.2 - For the sub grouped data according to the type of hobbie
- Generic_Hobbies include reading (“Read”), listening to music (“L.Music”), going to the cinema (“Cinema”), using the computer (“Comp”), watching Tv (“TV”) and the four variables that define the enquired people “Gender”,“Age”, “Marital.St”, “Prof”
Generic_Hobbies <- read.table("data/Generic_Hobbies.csv", header = TRUE, sep = ",")
head(Generic_Hobbies, n = 10)## Read L.Music Cinema Comp TV Gender Age Marital.St Prof
## 1 1 1 1 0 2 F (55,65] Married Management
## 2 1 1 0 0 4 F (25,35] Remarried Management
## 3 1 1 1 0 3 M (55,65] Married Employee
## 4 0 0 0 0 3 M (45,55] Married Manual labourer
## 5 0 1 0 1 3 M (35,45] Married Employee
## 6 1 1 1 1 1 F (35,45] Single Management
## 7 1 1 1 0 1 F (25,35] Single Employee
## 8 1 0 1 0 0 F [15,25] Single Employee
## 9 1 1 1 0 2 F (75,85] Divorcee Management
## 10 1 1 1 1 3 F (35,45] Married Employeesummary(Generic_Hobbies)## Read L.Music Cinema Comp
## Min. :0.000 Min. :0.0000 Min. :0.0000 Min. :0.0000
## 1st Qu.:0.000 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000
## Median :1.000 Median :1.0000 Median :0.0000 Median :0.0000
## Mean :0.672 Mean :0.7131 Mean :0.4012 Mean :0.3778
## 3rd Qu.:1.000 3rd Qu.:1.0000 3rd Qu.:1.0000 3rd Qu.:1.0000
## Max. :1.000 Max. :1.0000 Max. :1.0000 Max. :1.0000
##
## TV Gender Age Marital.St
## Min. :0.00 F:3772 (45,55]:1624 Divorcee : 712
## 1st Qu.:1.00 M:3133 (35,45]:1455 Married :3631
## Median :2.00 (25,35]:1183 Remarried: 352
## Mean :2.37 (55,65]:1067 Single :1609
## 3rd Qu.:4.00 (65,75]: 713 Widower : 601
## Max. :4.00 [15,25]: 456
## (Other): 407
## Prof
## Employee :2552
## Foreman : 735
## Management :1052
## Manual labourer :1161
## Other : 212
## Technician : 401
## Unskilled worker: 792- Artistic_Hobbies include attending shows (“Show”), exhibitions (“Exhib”), playing music (“Play.M”), collectionist (“Collect”), and the four variables that define the enquired people “Gender”,“Age”, “Marital.St”, “Prof”
Artistic_Hobbies <- read.table("data/Artistic_Hobbies.csv", header = TRUE, sep = ",")
head(Artistic_Hobbies, n = 10)## Show Exhib Play.M Collect Gender Age Marital.St Prof
## 1 1 1 0 0 F (55,65] Married Management
## 2 0 1 0 0 F (25,35] Remarried Management
## 3 1 0 0 0 M (55,65] Married Employee
## 4 0 0 0 0 M (45,55] Married Manual labourer
## 5 0 0 0 0 M (35,45] Married Employee
## 6 1 0 1 0 F (35,45] Single Management
## 7 0 1 1 0 F (25,35] Single Employee
## 8 1 0 0 0 F [15,25] Single Employee
## 9 1 1 0 0 F (75,85] Divorcee Management
## 10 1 1 0 0 F (35,45] Married Employeesummary(Artistic_Hobbies)## Show Exhib Play.M Collect
## Min. :0.0000 Min. :0.0000 Min. :0.00 Min. :0.0000
## 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.00 1st Qu.:0.0000
## Median :0.0000 Median :0.0000 Median :0.00 Median :0.0000
## Mean :0.2902 Mean :0.3127 Mean :0.17 Mean :0.1096
## 3rd Qu.:1.0000 3rd Qu.:1.0000 3rd Qu.:0.00 3rd Qu.:0.0000
## Max. :1.0000 Max. :1.0000 Max. :1.00 Max. :1.0000
##
## Gender Age Marital.St Prof
## F:3772 (45,55]:1624 Divorcee : 712 Employee :2552
## M:3133 (35,45]:1455 Married :3631 Foreman : 735
## (25,35]:1183 Remarried: 352 Management :1052
## (55,65]:1067 Single :1609 Manual labourer :1161
## (65,75]: 713 Widower : 601 Other : 212
## [15,25]: 456 Technician : 401
## (Other): 407 Unskilled worker: 792- Handcraft_Hobbies include mechanics (“Mech”), gardening (“Garden”), knitting (“Knitt”), cooking (“Cook”) and the four variables that define the enquired people “Gender”,“Age”, “Marital.St”, “Prof”.
Handcraft_Hobbies <- read.table("data/Handcraft_Hobbies.csv" , header = TRUE, sep = ",")
head(Handcraft_Hobbies, n = 10)## Mech Garden Knitt Cook Gender Age Marital.St Prof
## 1 1 0 0 0 F (55,65] Married Management
## 2 0 0 0 0 F (25,35] Remarried Management
## 3 0 0 0 0 M (55,65] Married Employee
## 4 1 0 0 0 M (45,55] Married Manual labourer
## 5 1 0 0 0 M (35,45] Married Employee
## 6 0 0 0 0 F (35,45] Single Management
## 7 1 1 0 0 F (25,35] Single Employee
## 8 0 0 0 0 F [15,25] Single Employee
## 9 0 0 0 0 F (75,85] Divorcee Management
## 10 0 0 0 0 F (35,45] Married Employeesummary(Handcraft_Hobbies)## Mech Garden Knitt Cook
## Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
## 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000
## Median :0.0000 Median :0.0000 Median :0.0000 Median :0.0000
## Mean :0.4398 Mean :0.4109 Mean :0.1709 Mean :0.4455
## 3rd Qu.:1.0000 3rd Qu.:1.0000 3rd Qu.:0.0000 3rd Qu.:1.0000
## Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
##
## Gender Age Marital.St Prof
## F:3772 (45,55]:1624 Divorcee : 712 Employee :2552
## M:3133 (35,45]:1455 Married :3631 Foreman : 735
## (25,35]:1183 Remarried: 352 Management :1052
## (55,65]:1067 Single :1609 Manual labourer :1161
## (65,75]: 713 Widower : 601 Other : 212
## [15,25]: 456 Technician : 401
## (Other): 407 Unskilled worker: 792- Sport_Hobbies include the general sports answer (“Sport”), walking (“Walk”) , traveling (“Travel”), fishing (“Fish”), and the four variables that define the enquired people “Gender”,“Age”, “Marital.St”, “Prof”
Sport_Hobbies <- read.table("data/Sport_Hobbies.csv", header = TRUE, sep = ",")
head(Sport_Hobbies, n = 10)## Sport Walk Travel Fish Gender Age Marital.St Prof
## 1 1 1 1 0 F (55,65] Married Management
## 2 0 0 1 0 F (25,35] Remarried Management
## 3 0 1 0 0 M (55,65] Married Employee
## 4 0 0 0 0 M (45,55] Married Manual labourer
## 5 1 0 0 0 M (35,45] Married Employee
## 6 1 1 1 0 F (35,45] Single Management
## 7 0 0 0 0 F (25,35] Single Employee
## 8 1 0 0 0 F [15,25] Single Employee
## 9 0 1 1 0 F (75,85] Divorcee Management
## 10 1 0 1 0 F (35,45] Married Employeesummary(Sport_Hobbies)## Sport Walk Travel Fish
## Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
## 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000
## Median :0.0000 Median :1.0000 Median :0.0000 Median :0.0000
## Mean :0.3684 Mean :0.5108 Mean :0.4065 Mean :0.1134
## 3rd Qu.:1.0000 3rd Qu.:1.0000 3rd Qu.:1.0000 3rd Qu.:0.0000
## Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
##
## Gender Age Marital.St Prof
## F:3772 (45,55]:1624 Divorcee : 712 Employee :2552
## M:3133 (35,45]:1455 Married :3631 Foreman : 735
## (25,35]:1183 Remarried: 352 Management :1052
## (55,65]:1067 Single :1609 Manual labourer :1161
## (65,75]: 713 Widower : 601 Other : 212
## [15,25]: 456 Technician : 401
## (Other): 407 Unskilled worker: 792- Charity_Hobbies include volunttering (“Volunteer”), and the four variables that define the enquired people “Gender”,“Age”, “Marital.St”, “Prof”
Charity_Hobbies <- read.table("data/Charity_hobbies.csv", header = TRUE, sep = ",")
head(Charity_Hobbies, n = 10)## Volunteer Gender Age Marital.St Prof
## 1 1 F (55,65] Married Management
## 2 0 F (25,35] Remarried Management
## 3 0 M (55,65] Married Employee
## 4 0 M (45,55] Married Manual labourer
## 5 0 M (35,45] Married Employee
## 6 0 F (35,45] Single Management
## 7 0 F (25,35] Single Employee
## 8 0 F [15,25] Single Employee
## 9 0 F (75,85] Divorcee Management
## 10 0 F (35,45] Married Employeesummary(Charity_Hobbies)## Volunteer Gender Age Marital.St
## Min. :0.0000 F:3772 (45,55]:1624 Divorcee : 712
## 1st Qu.:0.0000 M:3133 (35,45]:1455 Married :3631
## Median :0.0000 (25,35]:1183 Remarried: 352
## Mean :0.1571 (55,65]:1067 Single :1609
## 3rd Qu.:0.0000 (65,75]: 713 Widower : 601
## Max. :1.0000 [15,25]: 456
## (Other): 407
## Prof
## Employee :2552
## Foreman : 735
## Management :1052
## Manual labourer :1161
## Other : 212
## Technician : 401
## Unskilled worker: 792- Let’s attempt to have an overview on how the totality of the data correlats with each other:
# Draw the plot
library(GGally)
library(ggplot2)
ggpairs(Hobbies, mapping = aes(col = Gender, alpha = 0.3), lower = list(combo = wrap("facethist", bins = 20))) + theme_bw() + theme(axis.text.x=element_text(angle = -90, hjust = 0))
Clearly observing this plot will not highlith much of the data, so lets try the same with the subsets defined previously:
Generic_Hobbies
ggpairs(Generic_Hobbies, mapping = aes(col = Gender, alpha = 0.3), lower = list(combo = wrap("facethist", bins = 20))) + theme_bw() + theme(axis.text.x=element_text(angle = -90, hjust = 0))
It seems no significant differences can be observe by gender. There might be a sligh higher number of females that answered reading and even a less dramatic increase in the listening music. When it comes to computes the same slight increase in the females that said that computers are not were they spend their hobbies time. No differences can be pointed out when it comes to watching TV or going to the cinema.
When it comes to the age effect in this variable, you can verufy that females from 25 - 55 tens to read less as a hobbie. Surprisingly when it comes to listening music in the ages from 15 - 45 seems to be a less popular hobbie in both genders. When it comes to going to the cinema, from 55 tp 100 it seems its not a very popular hobbie in any of the genders (exception for the females from 55-65). When it comes to watching TV it seems that after 45years old both gender average of time dedicated to this increases.
Marital Status also doesn’t seem to affect the amount of watched TV by the enquired. But Widowers seem to spend less time in the computer or going to the movies (both genders). When it comes to reading, it seems only Remarried and Divorced females don’t use it as a hobbie. Single females and males seem not to listen music as a hobbie, same as remarried and divorced females.
Professions also don’t seem to affect that much the average amount of TV watched. When it comes to time spent in computer, unskilled (both genders) and manual (female) work used it less as a hobbie as the other professions. Reading it’s not a popular hobbie amongs female foreman and amongst both genders doing manual work. Same pattern is observed for Listening Music with the adiction of the females enquired that answered other profession. Cinema seems an all professions hobbie with the exception of the females practicing unskilled work.
Artistic_Hobbies
ggpairs(Artistic_Hobbies, mapping = aes(col = Gender, alpha = 0.3), lower = list(combo = wrap("facethist", bins = 20))) + theme_bw() + theme(axis.text.x=element_text(angle = -90, hjust = 0))
Also in the Artistic category it seems that we cannot identify a clear trend in any of the activities comparing Genders. There might be a sligh higher number of female that answered that have as hoobies attending to shows, exhibitions, collectionist and playing music.
As for the age it seems that after 45 males have a dramatic drop in attending show , while that happens for females after 55. Attending exhibitons suffered a dramatic drop after 65 for both genders. Playing music and collectionist seems not to highly affect by the age of the enquired. Noticeable only that females in the 25 - 35 are the ones answering more that they practice playing music as hobbie.
If we look at the marital status it seems widower (both genders) are the ones that never attend to shows and only males answered they attend exhibitions. Only female single seem to answer they play music as a hobbie.
As for the profession , unskilled and manual labourer profession don’t tend to participate in any of the hobbies included in this artistic category. As for the other professions only females answered they frequently atten shows, exhibitions and play music. None of these enquired professions seems to be related with collectionism.
Handcraft_Hobbies
ggpairs(Handcraft_Hobbies, mapping = aes(col = Gender, alpha = 0.3), lower = list(combo = wrap("facethist", bins = 20))) + theme_bw() + theme(axis.text.x=element_text(angle = -90, hjust = 0))
When it comes to the handcraft hobbies by gender, we can already answer to some of the sterotypes hypothesis placed. More females answered that mechanics is not their hobbies while many of the enquired man answered yes to this hobbie. When it comes to gardening, no major differences betwen genders is obverses. On the other hand, cooking as a hobbies it seems to be a hobbie of many females enquired but not from the enquired males. When it comes to knitting it seems its an almost exclusive female hobbie.
When we look at differences by age, that gardening is in general an all ages hobbie, with only females in the younger and older category not participating on it. Cooking is for females an all ages hobbie, but males from 65-100 don’t cook as hobbie. Knitting is not a males hobbie in any age group and younger and older age groups females don’t seem to have it as a hobbie.
When it comes to Marital Status, it seems it doesn’t affect at all the gardening variable and when it comes to mech female widowers seem no to practice it, in the cooking variable its the males wodowers that seem no to practice it. Knitting is proved to be a female hobbie, but it seems single don’t practice it as much as other marital status groups.
When we observe the professions , this seems to have zero effect in the amount of female and male practicing cooking and gardening. The profession also doesn’t affect the amount of females practicing knitting. When it comes to mechanisc it seems that female unskilled and manual workers tend to engage less in this hobbie.
Sport_Hobbies
ggpairs(Sport_Hobbies, mapping = aes(col = Gender, alpha = 0.3), lower = list(combo = wrap("facethist", bins = 20))) + theme_bw() + theme(axis.text.x=element_text(angle = -90, hjust = 0))
When we check how this hobbies cary between gender the only noticeable differents are in the fishing were more females answered they don’t fish and in the genreal sports variable it seems also more females answered they dont practice it as a hobbie.
Looking at the age differences, it seems that females after 55 tend not to practice sports while male at that same age still answered it was their hobbie. As for walking it seems only females at 85 tend not to do it as a hobbie, otherwise all age groups tend to practice this one. For travelling hobbie both gender in the higher age group (85 - 100) answered they don’t do it as a hobbite.
When it comes to marital status it seems only widowers answered they dont practive much sports. No differnces to be appointed regarding walking or travelling.
When it comes to profession it seems the ones with unskilled work are the ones travelling less. As for Sports only difference is the amount of females having unskilled work and manual labour that practice sports.
Charity_Hobbies
ggpairs(Charity_Hobbies, mapping = aes(col = Gender, alpha = 0.3), lower = list(combo = wrap("facethist", bins = 20))) + theme_bw() + theme(axis.text.x=element_text(angle = -90, hjust = 0))
- According to this analysis it seems there is no relationship between the amount of volunteering and gender, age, marital status. As for the profession it seems that more females in the management positions tend to participate more in charity togethet with the males in the “other” profession category.
3.2 - Multiple correspondence analysis (MCA)
Multiple correspondence analysis (MCA) is a statistical analysis method that expands the correspondence analysis (CA) to multiple variable. The method is used to highlight the structure / distribution of nominal/categorical data in an Euclidean space (where the method projects the data points). With MCA you can better visualize the principal determinants of the data (Note that Principal component analysis or PCA is an analysis method for categorical data that performs similarly to MCA).
{r} library(FactoMineR) res.mca <- MCA(Hobbies, quali.sup=19:22, quanti.sup=23, method=“Burt”)
4 plot the active var. only
plot(res.mca, invisible=c(“ind”,“quali.sup”),hab=“quali”)
5 plot the individuals only
plot(res.mca, invisible=c(“var”,“quali.sup”),cex=.5,label=“none”)
6 plot the supp. qualitative var. only
plot(res.mca, invisible=c(“ind”,“var”),hab=“quali”)
dimdesc(res.mca) plotellipses(res.mca,keepvar=1:4)
7 summary of the model
summary(mca)
8 visualize MCA
plot(mca, invisible=c(“ind”), habillage = “quali”)
9 Biplot of individuals and variable categories
fviz_mca_biplot(res.mca, repel = TRUE, ggtheme = theme_minimal())
Removal of the individuals in the plot you can better verify how the variables better relate with one or the other dimension.
The typical MCA bipolot would show the original classes of the discrete variables on the same “map”. This allows us to check the data distributions of the different variables, revealing the connections (correspondences) between different things that would be quite impossible to see from the corresponding cross table.
9.1 - Linear regresssion
Linear regression allows you to test the relationship between a target variable and one (simple linear regression) or more explanatory variables (multiple linear regression). With this analysis you can read how the variables relate or not with which others, either positively or negatively related or not at all.
- To explore the previously mentioned hypothesis I check if there is any relationship between the Number of Activities and Age, Profession, Marital Status and Gender.
##
## Call:
## lm(formula = N.Act ~ Age + Prof + Gender + Marital.St, data = Hobbies)
##
## Residuals:
## Min 1Q Median 3Q Max
## -9.6291 -2.2056 -0.1606 2.1427 10.8280
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 7.18105 0.15491 46.357 < 2e-16 ***
## Age(35,45] 0.03689 0.12218 0.302 0.762708
## Age(45,55] -0.41556 0.12434 -3.342 0.000836 ***
## Age(55,65] -0.93112 0.13795 -6.750 1.60e-11 ***
## Age(65,75] -1.74063 0.15527 -11.210 < 2e-16 ***
## Age(75,85] -2.82699 0.20029 -14.115 < 2e-16 ***
## Age(85,100] -3.76194 0.41748 -9.011 < 2e-16 ***
## Age[15,25] 0.09331 0.17290 0.540 0.589430
## ProfForeman 1.44779 0.13015 11.124 < 2e-16 ***
## ProfManagement 2.38660 0.11727 20.351 < 2e-16 ***
## ProfManual labourer -0.67695 0.11751 -5.761 8.73e-09 ***
## ProfOther 0.54573 0.21738 2.510 0.012080 *
## ProfTechnician 0.64751 0.16948 3.821 0.000134 ***
## ProfUnskilled worker -1.53323 0.12665 -12.106 < 2e-16 ***
## GenderM -0.47033 0.08415 -5.589 2.37e-08 ***
## Marital.StMarried 0.25697 0.12499 2.056 0.039830 *
## Marital.StRemarried 0.56212 0.19800 2.839 0.004540 **
## Marital.StSingle 0.49490 0.15031 3.292 0.000998 ***
## Marital.StWidower 0.03366 0.18166 0.185 0.853017
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3.023 on 6886 degrees of freedom
## Multiple R-squared: 0.1943, Adjusted R-squared: 0.1922
## F-statistic: 92.27 on 18 and 6886 DF, p-value: < 2.2e-16- The linear model analysis shows the non existence of linear relationship between the age groups form 22-45 and in the Remarried group of inquired people and the number of acivities they undertake. All the other are somehow related to the number of hobbies.
9.1.1 Let’s analyse case by case with the help of graphs for visualization of the variables in question:
- Interestingly the pattern in the amount of hobbies that females and males undertake varies differently with age. You can see how the average in the number of activitees decreases in both genders in the age grouo 35-45, maybe at this point professional and family demands people to focus in one of the hobbies they really like instead of keeping several of them. After that age group you can check a drop in the the average of the number of activitees taken, with females average and maximum amount of activities droping one age group latter (at 55-65).
library(ggplot2)
p2 <- ggplot(data = Hobbies, aes(y = N.Act, x = Prof , fill = Gender)) + geom_boxplot() + geom_smooth(method = "lm")
p2
- When it comes to Profession, the number of activitees varies less regarding the gender of the inquires. Only in the management profession one could verify that females are still able to maintain an higher amount of hobbies, comparing to the males with the same profession. This is also the profession (from the ones that were accessed) were we can verify the highest average of activitees undertaken by the enquired. The average amount of hobbies seems more related to your salary or to the amount of physical work you undertake in your job, which means you either have less money to undertaken in several hobbies or you have less energy to do so. As you can verify that unskilled and manual labourer present the lower average number of hobbies.
- The diferences in the amount of hobbies between gender according to their Marital Status is only visible when taking in account the average values. Single and married females seems to undertake in average an higher number of hobbies than males in the same marital situation. This scenarion is inversed in the case of the divorcee. Widowers and remarried enquired seems to participate in average in the same amount of hobbies, but remarried female enquired present an higher maximum number of activities undertaken.
9.1.2 Graphical model validation
We might want to check how our linear model actually can be validate by using graphical analysis. Residuals Vs Fitted; Normal Q-Q and Residuals Vs Leverage graphs are used for this purpose:
#Graphical model validation
library(ggfortify)
autoplot(hobbies_model, which= c(1, 2, 5)) +
theme_gray()
- Residuals Vs Fitted:
By definition: “Residuals versus fits plot is a scatter plot of residuals on the y axis and fitted values (estimated responses) on the x axis. The plot is used to detect non-linearity, unequal error variances, and outliers.”
- Normal Q-Q:
By definition: “If the two distributions being compared are similar, the points in the Q–Q plot will approximately lie on the line y = x. If the distributions are linearly related, the points in the Q–Q plot will approximately lie on a line, but not necessarily on the line y = x.” “A normal Q–Q plot comparing randomly generated, independent standard normal data on the vertical axis to a standard normal population on the horizontal axis. The linearity of the points suggests that the data are normally distributed.”
This is verfied in my hobbies_model.
- Residuals Vs Leverage:
By definition: “Outliers: an outlier is defined as an observation that has a large residual. In other words, the observed value for the point is very different from that predicted by the regression model. Leverage points: A leverage point is defined as an observation that has a value of x that is far away from the mean of x.”
9.2 - Linear Discriminant analysis (LDA)
Linear discriminant analysis (LDA) is one of the methods that can be used for dimensionality reduction and cluster data. This method takes in account the overall data features in order to characterize a linear combination of features that allow the identification of sub-clusters in the data.
- In order to perform LDA analysis:
- The data needs to be scaled / standardized since the original data was not presenting the same variance range in all the variables;
- Test and train sets created to validade the model;
9.2.0.1 For this I selected the subgroup Artistic_Hobbies and Generic_Hobbies
## [1] 6905## Show Exhib Play.M Collect Gender Age Marital.St Prof
## 5682 0 0 0 0 F (35,45] Divorcee Employee
## 4040 0 1 0 0 F (25,35] Single Employee
## 2658 0 0 0 0 M (35,45] Married Unskilled worker
## 2002 0 0 0 0 M (55,65] Married Manual labourer
## 4584 1 0 1 1 M (35,45] Single Manual labourer
## 3248 0 0 0 0 M (35,45] Married Technician
## 2378 0 0 0 0 F (45,55] Remarried Employee
## 5295 0 0 0 0 F (45,55] Married Employee
## 5495 1 1 1 0 F (25,35] Married Foreman
## 1497 1 0 0 0 F (45,55] Married Employee
## 3402 1 1 0 1 M (35,45] Divorcee Manual labourer
## 3950 1 1 0 0 F (45,55] Married Management
## 4949 0 1 0 0 M (75,85] Married Management
## 5589 0 1 1 1 M (55,65] Married Employee
## 4591 0 0 0 0 F (35,45] Married Employee
## 3474 0 0 0 0 M (55,65] Married Employee
## 1209 1 0 0 1 F (55,65] Remarried Unskilled worker
## 4536 0 0 0 0 F (45,55] Divorcee Employee
## 3854 1 0 0 0 F (45,55] Married Manual labourer
## 1117 0 0 0 0 F (55,65] Divorcee Manual labourer
## 849 0 0 0 0 M (75,85] Married Manual labourer
## 3560 0 1 0 0 M (25,35] Married Technician
## 6106 0 0 0 0 M (35,45] Remarried Manual labourer
## 3405 0 0 0 0 M (25,35] Single Manual labourer
## 3736 1 1 0 0 F (35,45] Married Manual labourer
## 4912 1 0 0 0 F (45,55] Married Employee
## 902 0 0 0 1 M (45,55] Widower Foreman
## 970 0 0 0 0 F (75,85] Widower Unskilled worker
## 2243 0 0 0 0 M (55,65] Single Manual labourer
## 2726 0 0 0 0 M (45,55] Married Manual labourer
## 236 0 0 0 0 M (25,35] Married Manual labourer
## 2022 1 0 0 0 F [15,25] Single Employee
## 99 1 0 1 0 M (25,35] Single Employee
## 1099 0 0 0 0 M (25,35] Married Other
## 5156 0 0 0 1 M (65,75] Married Foreman
## 950 0 0 0 0 M (25,35] Married Manual labourer
## 3933 0 0 0 0 F (45,55] Divorcee Unskilled worker
## 3883 1 1 0 0 M [15,25] Single Foreman
## 4583 1 1 0 0 M (25,35] Single Employee
## 2121 0 0 0 0 F (25,35] Single Employee
## 2636 0 0 0 0 M (45,55] Married Manual labourer
## 5917 0 1 0 1 F (45,55] Married Manual labourer
## 1374 0 1 0 0 M (35,45] Married Foreman
## 4491 0 0 0 0 M (55,65] Married Management
## 3990 0 0 0 1 F (45,55] Widower Employee
## 3519 0 0 0 0 F (35,45] Single Employee
## 346 0 0 0 0 M (25,35] Married Manual labourer
## 4854 1 0 1 1 M (45,55] Married Employee
## 6476 0 1 0 0 F (35,45] Married Foreman
## 5941 0 0 0 0 F (65,75] Widower Unskilled worker
## 416 0 0 0 0 F [15,25] Married Employee
## 5802 1 0 0 0 F (45,55] Divorcee Employee
## 1982 0 0 0 0 F (65,75] Married Employee
## 5103 0 0 0 0 F (25,35] Divorcee Employee
## 4526 1 0 1 1 F [15,25] Single Employee
## 6728 0 1 0 1 M (55,65] Remarried Technician
## 1907 0 0 0 0 F (55,65] Widower Unskilled worker
## 542 0 0 0 0 F (75,85] Widower Manual labourer
## 394 0 0 1 0 M (55,65] Married Unskilled worker
## 2353 0 0 0 0 F (25,35] Married Employee
## 5006 1 0 0 0 F (45,55] Married Employee
## 2672 1 0 0 0 M (75,85] Married Manual labourer
## 2655 0 0 0 0 M (35,45] Married Manual labourer
## 2721 1 0 0 0 M (35,45] Married Manual labourer
## 1962 1 1 1 0 M (45,55] Married Technician
## 3559 0 0 0 0 M (75,85] Married Foreman
## 2759 1 1 0 0 F [15,25] Single Employee
## 2923 0 0 1 0 F (35,45] Married Employee
## 4115 0 0 1 0 F [15,25] Married Employee
## 1020 0 0 0 0 M (25,35] Married Manual labourer
## 6038 0 1 0 0 F (25,35] Married Employee
## 1112 0 0 0 0 M (35,45] Divorcee Manual labourer
## 883 0 0 0 0 M (85,100] Married Unskilled worker
## 3392 0 1 0 0 M (75,85] Married Foreman
## 213 1 0 0 0 F (85,100] Widower Management
## 2823 0 1 1 0 M (75,85] Married Manual labourer
## 6538 0 1 1 0 M (45,55] Divorcee Employee
## 2941 1 0 0 0 F (55,65] Married Employee
## 3311 0 0 0 0 M (65,75] Married Manual labourer
## 2237 1 0 0 0 F (55,65] Widower Employee
## 4628 1 0 1 0 M (45,55] Single Foreman
## 593 1 1 1 0 M (25,35] Married Employee
## 3480 1 1 1 1 F (45,55] Married Management
## 5260 1 0 1 0 M (25,35] Single Manual labourer
## 4217 1 1 1 0 M (45,55] Married Management
## 1552 0 0 0 0 F (35,45] Married Employee
## 102 0 1 1 0 M (65,75] Married Management
## 5965 0 0 0 0 M (35,45] Married Manual labourer
## 5386 1 0 0 0 F (45,55] Married Management
## 3672 1 1 0 0 M (25,35] Single Manual labourer
## 1732 0 0 0 0 F (25,35] Married Employee
## 383 0 0 0 0 F (35,45] Divorcee Employee
## 2010 0 0 0 0 M (45,55] Married Technician
## 1142 0 1 0 0 M (35,45] Married Foreman
## 3715 0 0 0 0 M (25,35] Married Management
## 5988 0 0 0 0 F (25,35] Married Employee
## 4637 0 0 0 0 M (45,55] Married Foreman
## 6532 1 1 0 0 M (35,45] Single Manual labourer
## 945 0 0 1 0 M (35,45] Single Manual labourer
## 2315 1 1 0 0 F (45,55] Remarried Employee
## 2128 1 0 0 0 M [15,25] Single Unskilled worker
## 4836 0 0 0 0 M (35,45] Married Manual labourer
## 5026 0 0 0 0 M (55,65] Single Management
## 5304 0 1 0 0 F (35,45] Single Employee
## 3131 0 1 0 0 F (45,55] Divorcee Foreman
## 6841 1 0 0 0 M (35,45] Married Foreman
## 6347 0 0 0 0 F (35,45] Married Employee
## 1182 1 1 0 0 F (65,75] Widower Employee
## 115 1 1 1 0 F (25,35] Single Other
## 2466 0 0 0 0 F (25,35] Single Employee
## 4834 0 0 0 0 F (75,85] Married Employee
## 4051 0 1 0 0 M (55,65] Married Management
## 6586 0 0 1 1 M (45,55] Widower Manual labourer
## 3768 0 0 0 0 F (75,85] Widower Foreman
## 3283 1 1 1 0 F (25,35] Married Employee
## 5161 0 0 0 0 F (65,75] Widower Management
## 6049 1 1 0 0 M (65,75] Married Management
## 4472 0 0 0 1 F (35,45] Single Unskilled worker
## 5285 1 1 0 0 F (35,45] Married Foreman
## 6412 0 0 0 0 F (45,55] Widower Other
## 1923 0 0 0 1 F (55,65] Widower Employee
## 1398 1 1 0 0 M (55,65] Remarried Manual labourer
## 3321 0 0 0 0 M (75,85] Widower Unskilled worker
## 3685 0 1 1 0 F (35,45] Single Technician
## 2021 0 0 0 0 F (45,55] Married Employee
## 6173 0 0 0 0 F (45,55] Married Employee
## 1274 0 0 0 0 M (35,45] Married Manual labourer
## 1554 0 0 0 0 F (75,85] Married Employee
## 3669 0 0 0 0 F (65,75] Married Employee
## 5532 1 0 0 0 M [15,25] Single Unskilled worker
## 79 1 0 0 0 M (25,35] Single Management
## 6287 0 0 0 0 M (65,75] Married Manual labourer
## 5774 0 0 0 0 M (45,55] Widower Unskilled worker
## 5807 0 0 0 0 F (25,35] Married Management
## 6297 0 0 0 0 F (25,35] Single Unskilled worker
## 5650 0 0 0 0 F (35,45] Married Employee
## 1305 0 1 0 0 F (45,55] Married Technician
## 2110 0 0 1 1 M (65,75] Married Management
## 3123 0 0 0 0 M (65,75] Married Manual labourer
## 718 0 0 0 0 F (45,55] Widower Employee
## 270 0 1 1 0 F (35,45] Divorcee Foreman
## 840 1 1 1 0 F (45,55] Remarried Other
## 3308 0 0 1 0 M (45,55] Married Foreman
## 4675 1 1 1 0 M [15,25] Married Unskilled worker
## 3431 0 0 0 0 M (45,55] Single Unskilled worker
## 1273 0 0 0 0 M (55,65] Married Management
## 4684 0 0 0 0 F (35,45] Single Employee
## 6675 0 0 0 0 M (25,35] Single Employee
## 609 0 0 0 0 M (55,65] Married Employee
## 890 0 0 0 1 M (45,55] Married Manual labourer
## 5425 0 0 0 0 M (45,55] Married Manual labourer
## 2206 1 0 0 0 M (35,45] Married Manual labourer
## 2533 1 1 1 1 F (55,65] Married Employee
## 1449 0 1 1 0 F (25,35] Remarried Employee
## 4578 1 1 1 1 M (25,35] Single Foreman
## 5202 1 0 0 0 F (25,35] Divorcee Foreman
## 6471 0 0 0 0 F (25,35] Single Employee
## 136 0 0 0 0 M (45,55] Married Manual labourer
## 5525 0 0 0 0 F (75,85] Widower Employee
## 1258 0 1 1 1 F (45,55] Divorcee Employee
## 1581 0 0 0 1 M (45,55] Married Technician
## 534 0 1 0 0 M (45,55] Married Technician
## 6284 1 0 0 1 M (35,45] Married Foreman
## 4764 1 1 1 0 F (35,45] Divorcee Management
## 3330 1 1 0 0 M (25,35] Single Foreman
## 3146 0 1 0 0 F (65,75] Widower Manual labourer
## 2228 0 0 0 0 M (65,75] Married Manual labourer
## 3863 1 0 0 1 M (45,55] Married Manual labourer
## 1056 0 0 0 0 F (65,75] Widower Employee
## 3337 0 0 0 0 F (35,45] Divorcee Employee
## 4009 0 0 0 0 F (25,35] Married Employee
## 6788 0 0 0 0 M [15,25] Single Employee
## 1057 1 0 1 0 F (45,55] Married Employee
## 6835 0 0 0 0 F (45,55] Married Employee
## 6286 0 0 0 0 M (55,65] Married Manual labourer
## 4874 0 0 0 0 F (35,45] Married Unskilled worker
## 3939 0 1 0 0 M (25,35] Single Management
## 931 0 0 0 0 F (35,45] Married Employee
## 5195 1 1 1 1 F (55,65] Married Foreman
## 1844 1 0 0 0 M (25,35] Single Employee
## 6905 0 0 0 0 M (35,45] Divorcee Manual labourer
## 3218 1 0 0 0 F (65,75] Married Employee
## 2485 0 0 1 1 F (45,55] Single Employee
## 6264 0 0 1 0 F (65,75] Widower Employee
## 4243 1 1 0 1 M (45,55] Married Foreman
## 5477 0 0 0 1 M [15,25] Single Manual labourer
## 2382 0 0 0 0 F (35,45] Married Unskilled worker
## 2830 0 0 0 0 F (35,45] Married Employee
## 5299 1 1 0 0 F (55,65] Married Employee
## 6066 1 1 0 0 F (35,45] Married Employee
## 5728 0 0 0 0 F (65,75] Married Employee
## 6326 0 0 0 0 F (75,85] Remarried Employee
## 1727 0 0 0 0 M (35,45] Single Unskilled worker
## 4533 0 0 0 0 F (25,35] Married Employee
## 5611 1 1 1 0 F (45,55] Remarried Foreman
## 1772 1 0 0 0 M (45,55] Married Manual labourer
## 2267 0 0 0 0 M (65,75] Widower Manual labourer
## 4861 0 1 0 0 F (55,65] Married Employee
## 5437 1 1 1 0 M (25,35] Single Other
## 2266 1 0 0 0 M (45,55] Married Foreman
## 4428 0 0 0 0 F [15,25] Single Employee
## 3324 0 0 0 0 M (55,65] Married Technician
## 3549 0 0 0 0 M (25,35] Single Unskilled worker
## 478 0 0 0 0 M [15,25] Single Manual labourer
## 6117 1 1 1 1 M (45,55] Single Employee
## 4048 1 1 1 0 F (45,55] Married Management
## 2649 0 0 0 1 F (45,55] Remarried Employee
## 4627 0 0 0 1 M [15,25] Single Foreman
## 5305 0 0 0 0 F (45,55] Divorcee Manual labourer
## 1724 0 0 0 0 F (25,35] Married Unskilled worker
## 2216 0 0 0 0 M (25,35] Single Foreman
## 5685 0 0 0 0 M (35,45] Single Manual labourer
## 6417 0 0 0 0 F (35,45] Married Foreman
## 4158 1 1 1 1 M (35,45] Married Management
## 4308 0 0 1 0 F (25,35] Single Employee
## 2916 0 0 0 0 F (55,65] Married Manual labourer
## 3844 0 0 0 0 M (25,35] Married Unskilled worker
## 2420 1 1 1 0 F (35,45] Single Foreman
## 2915 1 1 0 0 F (65,75] Married Manual labourer
## 2074 0 0 1 0 M (45,55] Remarried Technician
## 6051 0 0 0 0 F (35,45] Married Employee
## 6217 1 1 0 0 F (55,65] Remarried Management
## 6252 0 0 0 0 F (45,55] Remarried Unskilled worker
## 3520 0 1 1 0 F (25,35] Single Manual labourer
## 1132 1 0 0 1 M (45,55] Married Manual labourer
## 3036 1 0 1 0 F (45,55] Single Employee
## 2162 0 0 0 0 M (25,35] Single Unskilled worker
## 6363 0 0 0 0 M (45,55] Married Management
## 4441 0 0 0 0 M (55,65] Married Management
## 5065 0 0 0 0 M (35,45] Married Unskilled worker
## 4132 1 1 0 1 F (45,55] Married Employee
## 2400 0 0 0 0 M (45,55] Remarried Employee
## 4994 0 1 0 0 F (35,45] Married Employee
## 6854 0 0 0 0 M (65,75] Married Foreman
## 3963 0 0 0 1 F (55,65] Married Unskilled worker
## 5748 0 0 1 0 F (35,45] Divorcee Employee
## 5805 0 1 0 1 M (45,55] Single Technician
## 3600 0 0 0 0 F (45,55] Divorcee Unskilled worker
## 3917 1 0 0 0 F (45,55] Married Unskilled worker
## 2778 0 0 0 0 M [15,25] Single Technician
## 817 1 1 0 0 M (35,45] Single Management
## 3927 0 0 0 0 F (75,85] Remarried Employee
## 2501 0 0 0 0 F (65,75] Married Unskilled worker
## 4654 0 0 0 0 F (45,55] Single Technician
## 3613 0 0 0 1 F (55,65] Widower Employee
## 5948 0 1 0 0 F (75,85] Widower Employee
## 184 0 1 0 0 M (45,55] Married Manual labourer
## 4624 0 0 0 0 M (25,35] Married Other
## 5543 1 0 0 0 M [15,25] Single Unskilled worker
## 1713 0 0 0 0 M (45,55] Remarried Foreman
## 2054 0 1 0 0 M (35,45] Married Management
## 2503 0 1 1 1 F [15,25] Single Technician
## 4006 0 1 0 0 F (45,55] Married Management
## 3819 1 0 0 0 M (25,35] Single Technician
## 4081 0 1 0 0 M (35,45] Divorcee Unskilled worker
## 5900 1 1 0 1 F (45,55] Single Management
## 3636 0 1 0 0 M (25,35] Married Foreman
## 5407 0 0 0 0 M [15,25] Single Manual labourer
## 2297 0 0 0 0 F (25,35] Divorcee Employee
## 4870 0 0 0 0 F (65,75] Widower Manual labourer
## 4616 1 0 0 0 F (45,55] Married Employee
## 371 1 1 0 0 F (35,45] Single Employee
## 3258 0 0 0 0 M (55,65] Married Manual labourer
## 6244 0 0 0 0 M (75,85] Single Manual labourer
## 2465 0 0 0 0 F (35,45] Married Unskilled worker
## 5040 0 1 0 0 M (85,100] Remarried Management
## 4621 1 0 1 0 M (55,65] Married Management
## 376 1 0 1 0 F (55,65] Single Foreman
## 4760 0 1 1 0 F (65,75] Married Foreman
## 2185 0 0 0 0 M (45,55] Divorcee Technician
## 936 0 0 0 0 M (25,35] Single Manual labourer
## 5007 0 0 1 0 M (25,35] Single Unskilled worker
## 2173 0 0 0 0 F (45,55] Divorcee Employee
## 761 0 0 0 1 M (35,45] Remarried Manual labourer
## 5841 0 1 0 0 F (65,75] Married Management
## 6615 0 0 0 1 F (25,35] Married Manual labourer
## 1390 0 0 0 0 F (45,55] Divorcee Employee
## 5539 1 1 0 0 M (25,35] Married Foreman
## 3162 0 0 0 0 F (75,85] Widower Manual labourer
## 2398 0 0 0 0 F (75,85] Widower Unskilled worker
## 6511 1 0 0 0 F (55,65] Married Employee
## 3234 0 0 0 0 M (45,55] Married Manual labourer
## 1071 0 0 0 0 M (25,35] Married Employee
## 2619 0 0 1 0 M (65,75] Remarried Foreman
## 5071 0 0 0 0 F (35,45] Married Unskilled worker
## 719 0 0 0 0 F [15,25] Single Employee
## 5790 0 0 0 0 M (25,35] Married Unskilled worker
## 1441 0 0 1 0 M (35,45] Married Management
## 739 0 0 0 0 F (65,75] Divorcee Manual labourer
## 1603 0 0 0 1 F (35,45] Remarried Employee
## 2008 0 0 1 0 F (25,35] Married Employee
## 1752 1 0 0 0 M (45,55] Single Management
## 2179 0 0 0 0 F (35,45] Married Employee
## 1423 1 1 0 0 F (55,65] Married Other
## 3512 0 1 0 0 M (45,55] Divorcee Manual labourer
## 1457 1 1 1 0 F (35,45] Married Management
## 4206 0 0 0 0 F (45,55] Married Manual labourer
## 1171 1 0 0 0 M (35,45] Single Manual labourer
## 3692 0 1 1 0 M (35,45] Single Employee
## 5008 0 0 1 0 M (55,65] Remarried Unskilled worker
## 2732 0 1 0 0 M (55,65] Married Manual labourer
## 338 1 1 1 0 F (25,35] Single Foreman
## 2405 0 0 0 0 F (65,75] Widower Unskilled worker
## 6774 0 0 0 0 M (55,65] Remarried Unskilled worker
## 3915 0 0 0 0 M (35,45] Married Manual labourer
## 2881 0 0 0 1 M (45,55] Married Foreman
## 809 1 0 0 0 F (25,35] Single Employee
## 2417 0 0 1 1 F (35,45] Single Employee
## 5064 0 0 0 0 F (65,75] Married Employee
## 4267 1 0 0 0 M (75,85] Married Employee
## 2977 0 0 0 0 F (55,65] Widower Employee
## 5982 0 0 0 0 F (45,55] Married Unskilled worker
## 3968 0 0 0 0 F (65,75] Widower Employee
## 1018 0 0 0 0 M (55,65] Married Foreman
## 1365 1 0 0 0 F (45,55] Married Employee
## 259 0 0 0 1 F (55,65] Widower Employee
## 708 0 0 0 0 M (45,55] Married Management
## 2101 0 0 0 0 F (55,65] Married Employee
## 4276 0 1 0 0 F (55,65] Married Foreman
## 196 0 0 0 0 F (65,75] Married Unskilled worker
## 1987 0 0 0 0 F (35,45] Single Employee
## 3305 0 0 0 0 F (35,45] Married Employee
## 4527 1 1 0 0 F (75,85] Widower Employee
## 2515 0 0 0 0 M (45,55] Married Employee
## 6235 0 0 0 1 M (35,45] Single Unskilled worker
## 3994 1 1 0 0 M (55,65] Married Foreman
## 2984 0 0 0 0 F (45,55] Married Unskilled worker
## 4650 0 0 0 0 F (85,100] Widower Employee
## 104 1 1 0 0 F (75,85] Widower Management
## 3960 0 0 0 0 M (25,35] Married Manual labourer
## 5347 1 1 0 0 M [15,25] Single Manual labourer
## 3073 0 0 0 0 M (35,45] Married Technician
## 597 0 0 0 0 F (35,45] Married Management
## 2426 1 1 0 1 M (45,55] Divorcee Employee
## 3987 0 0 0 0 F (65,75] Married Unskilled worker
## 1922 0 1 1 0 F (75,85] Married Employee
## 2005 1 1 0 0 M [15,25] Single Unskilled worker
## 1446 0 1 0 0 M (55,65] Remarried Management
## 2168 0 0 0 0 M (35,45] Married Manual labourer
## 6857 1 1 1 0 M (75,85] Widower Management
## 6079 0 0 0 0 M (35,45] Single Technician
## 4663 1 0 0 0 M (25,35] Single Foreman
## 2339 0 0 0 1 F (45,55] Married Employee
## 3167 0 0 0 0 M (25,35] Married Manual labourer
## 2518 0 0 0 0 F (65,75] Widower Manual labourer
## 924 0 0 0 1 M (35,45] Married Employee
## 6798 0 0 0 0 M (45,55] Remarried Management
## 4982 1 0 0 0 F (35,45] Divorcee Foreman
## 396 0 0 0 0 F (75,85] Widower Manual labourer
## 6780 0 0 0 0 F (65,75] Widower Employee
## 678 0 0 0 0 M (25,35] Married Employee
## 3329 1 1 0 0 F (25,35] Married Unskilled worker
## 2220 0 0 0 0 M (45,55] Married Management
## 1354 0 0 0 0 M (45,55] Married Manual labourer
## 1565 0 0 0 0 M (35,45] Divorcee Manual labourer
## 4058 0 1 0 0 F (55,65] Widower Employee
## 1980 0 1 0 0 F (25,35] Single Employee
## 5015 0 0 0 0 F (65,75] Widower Unskilled worker
## 2072 0 0 0 0 F (45,55] Married Other
## 2715 0 0 1 0 M (25,35] Married Unskilled worker
## 126 1 0 0 0 F (25,35] Married Management
## 6203 0 0 0 0 M (65,75] Married Foreman
## 1373 0 0 0 0 F (45,55] Married Foreman
## 6385 0 0 0 0 M (55,65] Married Management
## 4881 0 1 0 0 M (35,45] Married Manual labourer
## 6687 0 0 0 0 F (35,45] Single Employee
## 1641 1 1 0 0 F (45,55] Married Employee
## 2737 1 0 1 0 M (45,55] Married Technician
## 3288 1 1 1 0 F (25,35] Divorcee Management
## 3059 0 0 0 0 F (45,55] Married Unskilled worker
## 2901 0 0 0 0 F (45,55] Married Employee
## 1785 1 0 1 0 M (35,45] Single Management
## 6072 1 0 0 0 F [15,25] Single Employee
## 2502 0 0 0 0 M (35,45] Single Unskilled worker
## 815 0 0 1 0 M (25,35] Married Technician
## 2964 0 0 1 0 M (45,55] Married Manual labourer
## 4670 0 1 0 0 F [15,25] Single Employee
## 2210 0 0 1 0 F (35,45] Divorcee Employee
## 364 1 1 0 0 F (35,45] Single Employee
## 39 1 1 0 0 M (65,75] Married Management
## 1928 0 0 0 0 M (65,75] Widower Employee
## 1973 0 0 0 0 M (75,85] Married Manual labourer
## 2248 0 0 0 0 F (45,55] Married Unskilled worker
## 3156 0 1 1 1 F (55,65] Married Unskilled worker
## 2648 0 0 0 0 M (35,45] Remarried Manual labourer
## 3727 0 1 0 0 F (25,35] Married Employee
## 2885 0 0 0 0 F (35,45] Married Employee
## 1133 0 0 1 0 F (45,55] Married Employee
## 6831 1 1 0 0 F (45,55] Widower Foreman
## 1764 1 1 0 0 F (35,45] Single Manual labourer
## 1098 0 0 0 0 M (25,35] Single Manual labourer
## 4557 0 1 0 0 M (45,55] Remarried Technician
## 4682 0 0 1 0 M (25,35] Single Management
## 3840 1 1 1 0 F (25,35] Single Employee
## 2349 1 1 0 0 M (35,45] Married Manual labourer
## 2287 0 0 0 0 M (45,55] Married Manual labourer
## 3682 1 1 1 0 F (55,65] Single Management
## 4292 1 1 0 0 M (55,65] Married Management
## 3379 0 0 0 1 M (25,35] Single Unskilled worker
## 2374 0 0 0 0 M (75,85] Married Employee
## 469 1 1 1 0 M (25,35] Single Foreman
## 2286 0 0 0 1 M (65,75] Married Manual labourer
## 4643 0 0 0 0 M (25,35] Married Management
## 5251 0 0 0 0 F (75,85] Single Unskilled worker
## 6840 1 1 0 0 F (45,55] Divorcee Management
## 3378 0 0 0 0 F (65,75] Married Employee
## 813 0 1 0 1 M (65,75] Married Technician
## 3873 0 0 0 0 F (85,100] Widower Employee
## 6394 1 0 0 0 M (45,55] Single Employee
## 3566 0 1 0 0 F (55,65] Married Employee
## 5109 1 1 0 0 F (45,55] Married Employee
## 1234 1 1 1 0 M (55,65] Married Management
## 4707 0 0 0 0 F (45,55] Married Foreman
## 3928 0 0 0 0 F (55,65] Divorcee Employee
## 6809 1 0 0 0 F (45,55] Remarried Employee
## 2617 0 0 0 0 F [15,25] Single Technician
## 4719 0 1 0 0 F (55,65] Divorcee Employee
## 6806 0 0 0 1 F (45,55] Divorcee Employee
## 1756 0 1 0 0 M (65,75] Married Foreman
## 1709 0 0 0 0 M (85,100] Married Unskilled worker
## 5894 0 0 0 0 F (45,55] Single Foreman
## 1159 0 0 0 0 M (45,55] Married Management
## 1233 1 1 1 0 M (35,45] Married Other
## 1436 0 0 0 0 M (55,65] Married Unskilled worker
## 3790 1 1 1 0 F (45,55] Married Foreman
## 3391 0 1 0 0 M (35,45] Divorcee Manual labourer
## 774 0 1 1 0 F (25,35] Married Employee
## 740 1 1 0 0 M (55,65] Widower Management
## 6075 0 0 0 0 F [15,25] Single Employee
## 6136 0 1 0 0 F [15,25] Single Foreman
## 3558 1 1 0 0 F (55,65] Divorcee Employee
## 2214 1 1 1 0 F (65,75] Widower Technician
## 2739 0 0 0 0 M (45,55] Married Management
## 917 0 0 0 0 M (45,55] Divorcee Employee
## 3203 0 0 0 0 F (45,55] Married Employee
## 72 1 0 0 1 M (35,45] Married Management
## 4487 1 1 1 0 M [15,25] Single Employee
## 3876 0 0 0 0 F (45,55] Married Unskilled worker
## 6475 0 1 0 0 F [15,25] Single Foreman
## 3366 1 0 0 0 F (75,85] Widower Employee
## 6451 1 0 0 0 M (25,35] Married Management
## 2176 0 0 0 0 F (35,45] Married Employee
## 5865 1 1 0 0 F (65,75] Married Management
## 1777 0 0 0 0 F (55,65] Married Manual labourer
## 2527 1 0 0 0 F [15,25] Single Employee
## 1110 0 0 0 0 M (55,65] Married Manual labourer
## 1901 0 0 0 0 M (65,75] Married Manual labourer
## 3973 0 0 0 0 M (25,35] Married Employee
## 2794 0 0 0 0 F (55,65] Widower Employee
## 4618 0 1 0 0 M (75,85] Divorcee Management
## 2124 1 1 0 1 M (55,65] Widower Management
## 5042 1 0 0 0 F (35,45] Married Employee
## 4208 0 0 0 0 F (35,45] Remarried Employee
## 6023 0 0 0 0 F (35,45] Married Employee
## 1343 0 0 0 0 M (25,35] Married Management
## 5725 0 1 0 0 M (55,65] Remarried Manual labourer
## 6500 1 1 1 0 F (55,65] Married Management
## 153 0 1 1 0 F (35,45] Single Foreman
## 6676 0 0 0 0 M (25,35] Married Manual labourer
## 1448 1 1 0 0 F (45,55] Married Employee
## 3754 0 0 0 0 M (45,55] Married Foreman
## 3020 1 0 0 0 F (35,45] Married Employee
## 6552 0 0 0 0 F (45,55] Remarried Employee
## 1909 0 0 0 0 F (45,55] Single Management
## 2608 0 0 0 0 F (45,55] Married Employee
## 579 1 1 1 0 F (45,55] Married Foreman
## 1813 0 1 0 1 F (25,35] Single Employee
## 3468 0 0 0 0 M (35,45] Single Employee
## 2091 0 0 0 0 F (45,55] Married Technician
## 4985 0 0 0 0 M (55,65] Married Foreman
## 113 0 0 0 0 M (35,45] Single Unskilled worker
## 2081 0 0 0 0 M (55,65] Married Unskilled worker
## 6825 0 0 0 0 F (65,75] Married Employee
## 5134 0 0 0 0 M (65,75] Widower Manual labourer
## 3839 0 0 0 0 M (35,45] Married Foreman
## 4104 0 0 0 0 M (45,55] Married Technician
## 4241 0 0 0 0 F (25,35] Single Unskilled worker
## 2025 0 1 0 0 F (55,65] Married Management
## 2514 0 0 0 0 M (65,75] Married Manual labourer
## 5770 0 0 0 0 M (35,45] Married Unskilled worker
## 1629 0 0 0 0 F (35,45] Married Manual labourer
## 4989 1 1 0 0 F (45,55] Married Technician
## 6122 0 0 0 0 F (25,35] Divorcee Employee
## 4625 1 0 1 0 M (25,35] Single Foreman
## 2568 0 0 0 0 F (35,45] Married Manual labourer
## 4632 0 0 0 0 M (65,75] Married Foreman
## 6222 1 0 0 0 F (45,55] Married Foreman
## 4143 0 1 0 0 F (75,85] Widower Management
## 2325 0 0 0 0 F (45,55] Divorcee Employee
## 6467 0 1 0 0 F (35,45] Single Employee
## 4568 0 0 0 0 F (65,75] Remarried Unskilled worker
## 1381 1 1 0 0 M (75,85] Single Foreman
## 5392 0 0 0 0 M (65,75] Single Manual labourer
## 6226 0 0 0 0 M (65,75] Widower Other
## 1858 1 1 0 1 F (55,65] Remarried Employee
## 1771 0 1 1 1 M (65,75] Married Management
## 3461 0 1 1 0 F (65,75] Married Employee
## 2239 0 0 1 0 M (45,55] Divorcee Management
## 1845 1 0 0 0 F (25,35] Married Management
## 4622 0 0 0 0 F (55,65] Widower Employee
## 5699 1 0 0 0 M (65,75] Single Employee
## 2883 0 0 0 0 F (55,65] Widower Employee
## 322 0 0 0 0 M (75,85] Married Management
## 6430 0 0 0 0 M (55,65] Remarried Management
## 649 1 1 1 1 F (45,55] Married Foreman
## 5458 0 0 0 0 M (55,65] Married Manual labourer
## 5796 0 1 0 0 M (55,65] Divorcee Unskilled worker
## 4548 0 1 1 1 F (25,35] Single Manual labourer
## 2745 0 0 0 0 M (25,35] Married Unskilled worker
## 1920 0 0 0 0 F (55,65] Widower Unskilled worker
## 91 1 1 0 0 F (25,35] Single Management
## 4334 0 0 0 0 M (45,55] Remarried Foreman
## 1740 0 1 1 0 F (55,65] Remarried Employee
## 3775 0 0 0 1 F (45,55] Divorcee Employee
## 3583 0 0 0 0 F [15,25] Single Employee
## 3033 0 0 0 0 M (25,35] Single Manual labourer
## 6407 0 1 0 0 M (65,75] Single Manual labourer
## 1592 0 1 1 1 F (55,65] Widower Other
## 4198 0 0 0 0 F (35,45] Married Other
## 4620 0 1 0 1 M (35,45] Married Technician
## 1015 1 0 0 1 F (35,45] Married Technician
## 987 0 0 0 0 M (35,45] Married Management
## 434 0 1 0 0 F (45,55] Married Employee
## 2657 0 0 0 0 M (75,85] Married Unskilled worker
## 3223 1 0 0 0 M (35,45] Married Technician
## 4939 0 0 0 0 F (75,85] Widower Employee
## 1960 0 0 0 0 F (35,45] Married Employee
## 862 0 0 0 1 F (35,45] Married Employee
## 2911 0 1 0 0 F (45,55] Married Employee
## 103 1 1 0 1 M [15,25] Single Employee
## 6074 0 0 0 0 F (35,45] Single Other
## 6845 0 0 0 0 M (65,75] Married Other
## 260 1 1 1 0 F (35,45] Married Foreman
## 6099 1 1 0 0 F (45,55] Married Employee
## 3082 0 0 0 0 F (75,85] Widower Employee
## 116 1 0 0 0 M (35,45] Remarried Management
## 6573 0 0 0 0 M (35,45] Divorcee Employee
## 5475 1 0 0 0 F (35,45] Single Management
## 923 0 0 0 0 F (35,45] Married Employee
## 2045 0 0 0 0 M (45,55] Single Employee
## 6328 0 1 0 0 F (25,35] Single Employee
## 4605 1 0 1 1 F (25,35] Single Employee
## 4959 0 0 0 0 F (55,65] Married Employee
## 2810 0 0 1 0 F (35,45] Married Employee
## 6386 0 0 0 0 F (35,45] Married Employee
## 3598 0 0 0 0 F (25,35] Single Employee
## 1702 0 0 0 0 M (55,65] Married Manual labourer
## 501 1 1 0 1 M (35,45] Divorcee Manual labourer
## 6882 0 0 0 0 M (45,55] Married Manual labourer
## 5968 0 0 1 0 F (25,35] Married Unskilled worker
## 3942 0 0 0 0 F (35,45] Married Unskilled worker
## 6891 1 1 1 0 M (65,75] Single Management
## 419 1 1 0 0 F (55,65] Married Employee
## 5536 0 0 0 0 F (45,55] Married Employee
## 2589 0 0 0 0 M (35,45] Married Manual labourer
## 4822 0 0 0 0 M (45,55] Married Manual labourer
## 5698 1 1 1 0 F (35,45] Single Foreman
## 4608 0 0 1 0 F (25,35] Single Employee
## 3333 0 1 0 0 M (45,55] Married Management
## 1439 0 1 0 0 F (45,55] Married Technician
## 3515 1 0 0 0 F (25,35] Married Employee
## 1459 0 0 0 0 F (65,75] Widower Employee
## 3859 0 1 0 0 F (45,55] Married Manual labourer
## 3110 0 0 0 0 F (75,85] Widower Unskilled worker
## 4179 0 1 0 0 M (45,55] Single Unskilled worker
## 2477 0 0 0 1 F (45,55] Married Employee
## 6277 0 0 1 0 M (55,65] Remarried Management
## 6629 0 0 0 0 F (35,45] Single Manual labourer
## 4321 0 0 0 0 F (45,55] Married Unskilled worker
## 3350 0 0 0 0 F (55,65] Remarried Employee
## 4999 1 1 0 0 F (35,45] Single Employee
## 5514 1 0 1 0 F (45,55] Divorcee Employee
## 245 0 0 0 0 F (45,55] Married Management
## 1750 1 1 0 0 F (65,75] Married Employee
## 1081 0 0 0 1 M [15,25] Single Unskilled worker
## 698 0 0 0 0 M (75,85] Married Manual labourer
## 1781 1 0 0 0 F (25,35] Married Employee
## 3637 0 1 1 0 M (55,65] Married Technician
## 4833 1 0 1 0 F (25,35] Single Management
## 578 0 1 1 1 F (45,55] Divorcee Manual labourer
## 3691 1 1 0 0 F (35,45] Divorcee Employee
## 5225 0 0 0 0 F (65,75] Married Employee
## 960 0 0 1 0 M (65,75] Married Management
## 3955 0 0 0 0 F (25,35] Married Employee
## 1954 0 0 0 1 F (45,55] Married Foreman
## 5228 0 0 0 0 F (55,65] Married Manual labourer
## 645 0 0 0 0 F (45,55] Married Technician
## 2777 1 0 0 0 F [15,25] Single Other
## 4296 0 0 0 0 M (35,45] Single Manual labourer
## 3553 0 0 0 0 F (65,75] Married Unskilled worker
## 181 1 1 0 0 F (45,55] Married Employee
## 1934 0 1 0 0 M (55,65] Married Employee
## 2014 0 1 0 0 M (65,75] Married Technician
## 52 1 1 0 0 M (35,45] Single Management
## 2779 0 0 0 0 F (25,35] Married Employee
## 491 0 0 0 1 F (45,55] Married Manual labourer
## 2137 0 0 0 0 M (25,35] Single Unskilled worker
## 1221 0 0 0 0 F (45,55] Married Employee
## 6759 0 1 0 0 F (75,85] Widower Employee
## 5427 0 0 0 0 M (35,45] Married Foreman
## 1243 1 1 0 0 M (25,35] Single Management
## 3362 0 0 1 0 M (35,45] Single Manual labourer
## 535 0 0 0 0 M (45,55] Married Manual labourer
## 2625 0 0 0 0 F (35,45] Married Unskilled worker
## 3026 0 0 0 0 M (45,55] Married Manual labourer
## 2887 0 0 1 0 F [15,25] Single Unskilled worker
## 1422 0 0 0 0 M (25,35] Married Employee
## 1478 0 0 0 0 M [15,25] Single Unskilled worker
## 983 0 0 0 0 M (45,55] Divorcee Manual labourer
## 5150 1 1 0 1 M (35,45] Married Manual labourer
## 3394 0 0 0 0 F (65,75] Remarried Employee
## 663 0 0 0 0 M (25,35] Single Unskilled worker
## 144 1 0 1 0 M [15,25] Single Manual labourer
## 3929 0 0 0 0 F (65,75] Remarried Employee
## 129 0 1 1 1 M [15,25] Married Employee
## 2299 1 1 1 1 F (45,55] Married Employee
## 5986 0 0 0 0 M (55,65] Divorcee Manual labourer
## 5316 0 0 0 0 M [15,25] Single Unskilled worker
## 5375 0 0 0 0 F (45,55] Remarried Employee
## 1008 1 0 0 0 M (25,35] Married Management
## 6625 0 0 0 0 F (75,85] Single Manual labourer
## 5546 0 0 1 0 M (65,75] Married Employee
## 906 0 0 1 0 F (25,35] Married Employee
## 4783 1 0 0 0 F (35,45] Married Employee
## 3043 0 0 0 0 F (75,85] Widower Foreman
## 9 1 1 0 0 F (75,85] Divorcee Management
## 3215 0 1 0 0 F (45,55] Married Management
## 3298 0 1 0 0 F (55,65] Married Management
## 1719 1 0 0 0 F (25,35] Single Unskilled worker
## 2238 0 1 0 1 M (65,75] Divorcee Management
## 3592 0 0 0 0 M (65,75] Married Unskilled worker
## 2489 1 0 0 0 F (35,45] Single Foreman
## 589 0 0 0 0 F (55,65] Remarried Employee
## 1349 0 1 0 0 F (55,65] Married Management
## 6723 0 0 0 0 M (45,55] Married Technician
## 1405 0 0 0 0 F (35,45] Married Employee
## 1540 0 0 0 0 F (65,75] Married Employee
## 6103 0 0 0 0 M (65,75] Divorcee Management
## 4661 0 0 0 0 F (45,55] Married Employee
## 1462 1 0 0 0 F (35,45] Married Employee
## 5218 0 0 0 0 M (25,35] Married Foreman
## 5657 0 1 0 1 F (45,55] Divorcee Foreman
## 3724 0 0 0 0 F (65,75] Married Employee
## 1529 1 1 0 0 M (35,45] Single Manual labourer
## 23 1 1 0 0 F (45,55] Single Management
## 4100 0 0 0 0 M (35,45] Married Unskilled worker
## 4364 0 0 0 0 F (55,65] Married Other
## 781 1 1 1 0 F (35,45] Married Manual labourer
## 1841 1 0 1 0 F (45,55] Married Employee
## 3407 1 1 0 0 M (45,55] Married Manual labourer
## 253 0 0 0 0 M (35,45] Married Management
## 3426 0 1 0 0 F (45,55] Single Management
## 215 1 1 0 1 F (55,65] Single Employee
## 3825 0 0 0 0 F (35,45] Married Management
## 235 0 0 1 0 M (45,55] Single Employee
## 2537 0 0 0 0 M (25,35] Married Management
## 1350 0 1 0 0 M (25,35] Married Manual labourer
## 4749 0 0 0 0 F [15,25] Single Employee
## 2402 0 0 0 0 M (65,75] Married Manual labourer
## 6703 1 0 0 0 F (35,45] Divorcee Technician
## 4492 0 0 0 1 M [15,25] Single Unskilled worker
## 3147 0 1 1 0 F (35,45] Married Employee
## 1122 1 0 0 0 F (45,55] Divorcee Employee
## 200 0 0 0 0 M (55,65] Married Manual labourer
## 6601 1 1 1 0 F (45,55] Divorcee Management
## 5994 0 0 0 0 F (25,35] Single Employee
## 4160 0 0 0 0 F (25,35] Married Foreman
## 5508 0 0 0 0 M (45,55] Married Manual labourer
## 2390 0 0 1 0 M [15,25] Single Manual labourer
## 6546 1 0 0 0 M (25,35] Married Foreman
## 2183 0 0 0 0 F (75,85] Married Manual labourer
## 5116 1 1 1 0 M (55,65] Married Management
## 1483 1 0 1 0 F (35,45] Married Management
## 1989 0 0 1 1 F (55,65] Divorcee Employee
## 6044 0 0 0 0 M (35,45] Married Unskilled worker
## 764 0 0 0 0 F (55,65] Widower Employee
## 5592 0 0 0 0 F (35,45] Married Employee
## 166 1 0 0 0 F (25,35] Married Employee
## 2114 0 0 0 0 M (25,35] Married Manual labourer
## 1660 0 1 0 1 M (55,65] Married Other
## 1595 0 0 0 0 F (65,75] Married Employee
## 5639 1 1 1 0 F (25,35] Single Management
## 6237 0 0 0 0 M (35,45] Divorcee Unskilled worker
## 541 0 0 0 0 F (35,45] Married Manual labourer
## 2609 0 0 0 0 M (25,35] Married Employee
## 2563 0 0 0 0 M (65,75] Divorcee Manual labourer
## 6089 0 0 0 0 M (25,35] Single Employee
## 5182 1 1 1 0 M (25,35] Single Manual labourer
## 430 0 0 0 0 F (75,85] Widower Employee
## 6465 0 0 0 0 F (55,65] Widower Employee
## 3572 0 0 0 0 M (55,65] Remarried Employee
## 3233 0 0 0 0 M (35,45] Single Unskilled worker
## 1278 1 1 1 1 M (55,65] Married Foreman
## 4695 0 0 0 0 M (45,55] Single Unskilled worker
## 1213 0 1 0 0 M (35,45] Married Manual labourer
## 1123 1 1 0 0 F (65,75] Married Employee
## 6776 0 0 0 0 M (35,45] Remarried Other
## 5753 1 1 0 0 F (35,45] Married Employee
## 1738 0 0 0 0 M (75,85] Married Unskilled worker
## 700 1 1 0 1 M (25,35] Divorcee Management
## 6818 0 0 0 0 M (55,65] Married Manual labourer
## 3027 0 0 0 0 M (65,75] Married Technician
## 3224 0 0 0 0 M (45,55] Married Manual labourer
## 6414 0 0 0 0 F (25,35] Single Employee
## 449 0 0 1 0 F (45,55] Divorcee Employee
## 680 0 0 0 0 M (75,85] Widower Manual labourer
## 6054 0 0 0 0 F (35,45] Single Employee
## 1451 0 0 0 0 M (25,35] Single Employee
## 3371 0 1 1 0 M (35,45] Divorcee Manual labourer
## 2971 0 0 0 0 F (45,55] Widower Unskilled worker
## 5921 0 0 0 0 F (65,75] Married Employee
## 1868 1 1 0 1 F (25,35] Divorcee Employee
## 6814 0 1 1 1 F (75,85] Widower Management
## 3116 1 0 0 0 F (35,45] Married Employee
## 6118 0 0 0 0 F (25,35] Married Employee
## 1417 1 0 0 0 M (35,45] Divorcee Technician
## 4191 0 0 1 0 M (55,65] Married Unskilled worker
## 6880 0 0 0 0 M (55,65] Married Manual labourer
## 2982 1 0 0 0 F (25,35] Divorcee Unskilled worker
## 4594 1 1 1 0 F (25,35] Single Employee
## 5659 0 0 0 0 M (35,45] Divorcee Management
## 3708 0 1 0 0 F (25,35] Single Foreman
## 748 1 1 0 0 M (25,35] Married Management
## 4748 1 1 0 0 M (25,35] Single Management
## 3908 0 0 0 1 M (45,55] Married Manual labourer
## 3024 1 0 0 1 M (25,35] Remarried Manual labourer
## 300 0 0 0 0 M (55,65] Married Foreman
## 2898 0 0 0 0 F (25,35] Divorcee Employee
## 6247 1 1 0 0 M (45,55] Divorcee Technician
## 2523 0 0 0 1 M (45,55] Married Foreman
## 6398 0 0 0 0 M (45,55] Married Other
## 5072 1 0 0 1 M (45,55] Married Management
## 6710 0 0 0 0 M (35,45] Single Unskilled worker
## 1265 0 0 0 0 F (35,45] Married Management
## 6886 0 0 0 0 M (55,65] Married Management
## 3421 0 1 0 0 F (35,45] Married Management
## 1201 0 0 0 1 M (65,75] Married Manual labourer
## 1814 0 0 0 0 F (35,45] Married Employee
## 3666 1 1 0 0 M (55,65] Married Management
## 6794 0 0 0 1 M (25,35] Single Unskilled worker
## 1726 1 1 1 0 F (25,35] Married Management
## 414 1 1 0 0 F [15,25] Single Employee
## 440 0 0 0 0 F (65,75] Divorcee Foreman
## 4928 0 0 0 0 F (25,35] Single Foreman
## 3718 0 1 0 0 F (45,55] Married Management
## 4950 1 1 0 0 F (35,45] Married Employee
## 2768 0 0 0 0 F (35,45] Married Technician
## 5658 0 1 0 0 F (55,65] Married Employee
## 62 1 0 0 0 F (55,65] Divorcee Technician
## 5340 0 0 0 0 M (65,75] Married Employee
## 952 0 0 0 0 F (25,35] Married Employee
## 5227 0 0 0 0 M (75,85] Divorcee Manual labourer
## 6110 0 0 0 0 M (35,45] Single Employee
## 5250 0 0 0 0 F (35,45] Married Unskilled worker
## 4686 1 1 1 0 F (25,35] Married Employee
## 2511 1 1 1 0 F (55,65] Widower Foreman
## 993 1 1 0 0 F (25,35] Remarried Employee
## 2963 1 1 0 1 F (55,65] Married Management
## 1435 0 0 0 0 M (55,65] Married Unskilled worker
## 1571 1 0 0 0 M (35,45] Divorcee Management
## 1940 0 1 1 0 F (35,45] Married Employee
## 4114 0 0 0 0 M (35,45] Married Unskilled worker
## 1894 0 1 0 0 F (55,65] Married Employee
## 4842 0 0 0 0 M (35,45] Married Manual labourer
## 768 1 1 1 0 M [15,25] Single Technician
## 5544 1 1 0 0 F (25,35] Married Employee
## 2894 0 0 1 0 F (25,35] Married Other
## 2280 0 0 0 0 F (75,85] Widower Unskilled worker
## 693 1 0 0 0 M (45,55] Married Management
## 5761 0 0 0 0 M (45,55] Married Manual labourer
## 1492 0 0 1 0 F (25,35] Single Employee
## 4990 1 1 0 0 M (65,75] Married Management
## 2879 1 0 0 0 F (35,45] Married Employee
## 4078 0 0 0 0 M (65,75] Married Manual labourer
## 5335 0 0 0 0 M (25,35] Married Manual labourer
## 5984 0 0 0 0 F (75,85] Single Employee
## 3456 0 0 0 0 M (55,65] Married Unskilled worker
## 6767 0 0 0 0 F (45,55] Married Employee
## 445 0 0 0 0 F (25,35] Single Employee
## 3191 0 0 0 0 F (35,45] Married Employee
## 4092 0 0 0 0 F [15,25] Single Unskilled worker
## 1653 0 0 0 0 F (75,85] Widower Employee
## 2844 0 0 0 0 M (75,85] Married Manual labourer
## 37 1 1 0 0 F (35,45] Married Management
## 6083 0 1 1 0 F (25,35] Married Employee
## 5110 1 0 0 0 F (45,55] Divorcee Manual labourer
## 3070 0 0 0 0 M (25,35] Married Unskilled worker
## 5326 1 0 0 0 F (55,65] Remarried Employee
## 2167 1 1 0 0 M (25,35] Single Foreman
## 5945 1 1 0 0 F (55,65] Widower Employee
## 5996 0 0 0 0 F (45,55] Married Employee
## 1991 0 0 0 0 F (45,55] Married Employee
## 3557 0 0 0 0 F (65,75] Married Employee
## 5215 0 0 0 0 F (45,55] Widower Employee
## 1579 0 1 0 0 M (45,55] Single Manual labourer
## 3076 0 0 0 0 F (55,65] Widower Unskilled worker
## 2001 0 0 1 0 M (25,35] Married Technician
## 4962 1 0 0 0 M (25,35] Married Other
## 6781 0 0 0 0 F (35,45] Married Employee
## 3962 0 0 0 0 M (55,65] Married Management
## 1125 0 0 0 1 M [15,25] Single Manual labourer
## 2694 0 0 0 0 F (25,35] Married Employee
## 243 0 0 0 0 F (55,65] Married Unskilled worker
## 2149 0 0 0 0 M (45,55] Divorcee Technician
## 2394 1 0 0 0 F [15,25] Single Management
## 406 0 0 0 0 F [15,25] Single Employee
## 3579 0 0 0 0 M (45,55] Married Manual labourer
## 4705 0 0 0 0 M (45,55] Married Manual labourer
## 625 1 0 0 0 F (55,65] Married Employee
## 5149 0 0 0 0 F (75,85] Married Employee
## 4127 0 1 1 0 F (65,75] Married Employee
## 5922 0 0 0 0 F (35,45] Divorcee Unskilled worker
## 5668 0 0 0 0 M (55,65] Married Manual labourer
## 584 1 1 1 0 F (35,45] Single Employee
## 4264 0 1 0 0 M (45,55] Married Employee
## 3175 1 0 1 0 M (75,85] Married Technician
## 6632 0 0 0 0 M (35,45] Single Manual labourer
## 6139 1 0 0 0 F (35,45] Single Employee
## 6427 0 0 0 0 F (75,85] Widower Foreman
## 1711 1 0 0 1 M (55,65] Divorcee Management
## 5716 1 1 0 0 M (35,45] Married Management
## 5188 0 1 0 0 F (35,45] Married Employee
## 1949 0 0 0 0 M (45,55] Married Manual labourer
## 5760 0 0 0 1 M (75,85] Widower Manual labourer
## 5634 1 1 1 0 F (45,55] Married Management
## 5143 0 0 0 0 M (45,55] Married Employee
## 2138 0 0 0 0 F (35,45] Divorcee Employee
## 4539 0 0 0 0 F (45,55] Married Manual labourer
## 6717 0 0 0 0 F (75,85] Widower Technician
## 11 0 0 0 0 F (45,55] Married Employee
## 3518 0 1 0 0 M (45,55] Married Management
## 6047 1 1 0 0 F (45,55] Married Technician
## 2254 0 0 0 1 M (35,45] Single Employee
## 4786 0 0 0 0 M (45,55] Single Manual labourer
## 6377 0 0 0 0 F (45,55] Married Employee
## 5784 1 0 0 0 M (35,45] Divorcee Manual labourer
## 5380 1 0 0 0 M (45,55] Married Management
## 1932 1 0 0 0 F (25,35] Married Employee
## 3338 0 0 0 0 M (55,65] Married Foreman
## 6256 0 1 0 1 M (45,55] Widower Foreman
## 247 1 1 1 0 F (55,65] Divorcee Foreman
## 858 0 1 0 0 F (25,35] Single Employee
## 2925 0 0 0 0 M (65,75] Married Manual labourer
## 3522 1 1 0 0 F (65,75] Widower Employee
## 5888 0 0 0 0 F (75,85] Widower Employee
## 3879 0 1 0 0 M (55,65] Married Foreman
## 6064 1 1 1 0 F (35,45] Divorcee Manual labourer
## 808 1 1 1 1 M (45,55] Widower Management
## 3090 0 0 0 0 F (35,45] Married Employee
## 3634 1 1 0 0 M (65,75] Married Management
## 5214 0 0 0 0 F (25,35] Single Employee
## 4718 0 0 0 0 M (55,65] Widower Foreman
## 844 0 0 0 1 M (25,35] Married Employee
## 4667 0 0 0 0 M (35,45] Single Unskilled worker
## 4801 1 0 0 0 F (25,35] Single Employee
## 1138 0 0 0 0 M (55,65] Married Management
## 6315 0 0 0 0 M (35,45] Single Manual labourer
## 4522 1 0 0 0 F (45,55] Divorcee Employee
## 4815 0 1 0 0 M (25,35] Single Foreman
## 5625 0 0 0 0 F (55,65] Married Employee
## 1513 1 1 0 0 F (25,35] Single Foreman
## 4339 0 1 1 0 F (45,55] Married Employee
## 323 1 0 0 0 F (75,85] Widower Management
## 43 1 1 1 1 F (45,55] Married Employee
## 4739 0 0 0 0 F (45,55] Married Employee
## 5113 0 0 0 0 F (45,55] Divorcee Employee
## 822 0 1 0 0 F (35,45] Married Foreman
## 4680 0 0 0 0 F [15,25] Single Employee
## 4418 1 1 0 0 F (65,75] Married Employee
## 355 0 0 0 0 M (55,65] Single Manual labourer
## 2092 1 1 0 1 F (45,55] Married Employee
## 5864 1 1 0 0 F (45,55] Remarried Employee
## 2152 0 0 0 0 F (45,55] Married Employee
## 2139 0 0 0 0 F (35,45] Divorcee Employee
## 5622 1 1 1 0 F (65,75] Married Employee
## 5535 0 1 0 0 F (35,45] Married Other
## 5358 1 1 1 0 M (25,35] Married Management
## 6584 1 0 0 0 F (55,65] Married Employee
## 5847 0 0 0 0 M (35,45] Married Manual labourer
## 6867 1 1 1 0 M (45,55] Divorcee Employee
## 5789 1 0 0 0 M [15,25] Single Technician
## 6324 0 0 0 0 F (25,35] Married Employee
## 5147 0 0 0 0 F (25,35] Married Management
## 2849 0 0 0 0 F (35,45] Married Foreman
## 4261 1 0 0 0 F (55,65] Married Manual labourer
## 3802 0 0 0 0 M (35,45] Married Manual labourer
## 2510 0 0 0 0 M (35,45] Married Employee
## 1472 0 1 0 0 F (75,85] Widower Manual labourer
## 3301 1 1 0 0 F (35,45] Married Management
## 3104 0 0 0 0 F (65,75] Widower Unskilled worker
## 879 1 1 0 1 M (55,65] Married Management
## 5707 0 0 0 0 F (35,45] Married Employee
## 1911 0 0 0 0 F (55,65] Divorcee Unskilled worker
## 71 1 0 1 0 M (25,35] Married Management
## 3772 0 0 0 0 M (65,75] Married Manual labourer
## 1539 0 0 1 0 F (25,35] Married Employee
## 1624 1 1 0 0 F (35,45] Single Foreman
## 4391 1 1 0 0 M (25,35] Married Technician
## 4531 0 0 0 0 F (25,35] Single Unskilled worker
## 3144 0 0 0 0 M (35,45] Married Other
## 2406 0 0 0 0 F (55,65] Remarried Unskilled worker
## 1778 1 1 0 0 F (35,45] Married Employee
## 6333 0 0 0 0 F (35,45] Married Employee
## 6666 1 1 0 0 F [15,25] Single Employee
## 1804 0 1 0 1 M (45,55] Single Manual labourer
## 256 0 0 0 0 M (55,65] Married Technician
## 685 1 1 0 0 F (45,55] Married Management
## 654 0 1 1 0 F (35,45] Single Management
## 6425 0 0 0 0 F [15,25] Single Foreman
## 1357 1 0 0 0 F (25,35] Married Foreman
## 5027 0 0 0 0 M (45,55] Married Manual labourer
## 3781 0 0 1 0 M (75,85] Married Manual labourer
## 3614 1 0 1 0 M (25,35] Single Technician
## 2910 0 0 0 0 F (55,65] Divorcee Employee
## 6724 0 0 0 0 M (55,65] Married Manual labourer
## 2751 0 0 0 0 M (55,65] Married Employee
## 5515 1 0 0 0 F (65,75] Single Employee
## 1101 0 1 0 0 M (45,55] Married Management
## 2448 0 0 0 0 M (45,55] Married Management
## 2482 0 0 0 0 M [15,25] Single Unskilled worker
## 2030 0 0 0 0 M (65,75] Married Unskilled worker
## 6050 0 0 0 0 M (55,65] Married Unskilled worker
## 5062 0 0 0 0 F (45,55] Married Employee
## 5207 0 0 1 0 F [15,25] Single Management
## 2086 0 0 0 0 F (55,65] Married Manual labourer
## 590 1 1 0 0 M (65,75] Divorcee Management
## 6123 0 1 1 0 F (35,45] Single Other
## 4480 0 1 0 1 M (55,65] Married Employee
## 1068 0 1 1 0 M (45,55] Married Management
## 2244 0 0 0 0 M (55,65] Married Manual labourer
## 6034 1 1 0 0 M (45,55] Single Manual labourer
## 3481 0 0 0 0 F (35,45] Divorcee Unskilled worker
## 2439 0 0 0 0 M (55,65] Married Technician
## 1249 0 1 0 0 F (65,75] Married Employee
## 198 1 0 1 0 F (35,45] Married Manual labourer
## 4947 1 1 0 0 F (45,55] Single Management
## 3409 0 1 1 0 M (35,45] Remarried Management
## 4181 0 0 0 0 M (35,45] Divorcee Employee
## 6046 0 0 0 1 F (45,55] Married Employee
## 4754 0 0 0 0 M (25,35] Married Technician
## 5751 0 1 0 0 F (45,55] Remarried Employee
## 3651 1 1 1 0 M (25,35] Single Management
## 2772 0 0 0 0 F (65,75] Married Unskilled worker
## 2298 0 0 0 1 M (25,35] Single Unskilled worker
## 254 0 1 0 0 M (35,45] Remarried Employee
## 5041 0 0 1 1 F (45,55] Married Employee
## 6373 0 0 0 0 F (25,35] Married Employee
## 1854 1 1 1 0 F (25,35] Single Management
## 4025 0 0 0 0 F (35,45] Divorcee Manual labourer
## 1990 0 0 0 0 F (35,45] Married Management
## 4592 0 1 1 1 F (35,45] Remarried Employee
## 3782 0 0 0 0 F (25,35] Single Employee
## 6827 0 1 0 0 M (55,65] Remarried Manual labourer
## 1275 0 0 0 0 M (35,45] Single Management
## 3531 0 0 0 1 M (45,55] Married Foreman
## 4086 0 0 0 0 F (35,45] Married Unskilled worker
## 6862 0 0 0 0 M [15,25] Single Unskilled worker
## 5296 1 1 1 1 F (75,85] Single Manual labourer
## 1051 1 1 0 0 F (55,65] Married Management
## 2080 0 1 0 0 M (55,65] Married Manual labourer
## 3641 0 0 0 0 M (35,45] Single Unskilled worker
## 6224 1 0 0 0 M [15,25] Single Technician
## 3408 0 1 0 0 M (45,55] Married Manual labourer
## 6749 0 0 0 0 F (45,55] Married Employee
## 2495 1 1 1 1 F (55,65] Widower Foreman
## 1638 0 0 0 0 F (35,45] Married Unskilled worker
## 1688 0 0 1 0 F (25,35] Married Employee
## 408 0 0 0 0 F (35,45] Divorcee Employee
## 2204 0 0 0 0 M (45,55] Married Employee
## 1336 0 0 0 0 F (45,55] Married Employee
## 3380 0 0 0 0 F (35,45] Married Employee
## 636 0 1 0 0 M [15,25] Single Unskilled worker
## 4076 1 0 0 0 F (55,65] Married Employee
## 5645 0 0 0 0 F (65,75] Divorcee Employee
## 3268 0 0 0 0 M (25,35] Remarried Manual labourer
## 6419 0 1 0 0 M (45,55] Married Management
## 4779 0 1 1 0 F (45,55] Married Manual labourer
## 1212 0 0 0 0 F (45,55] Married Employee
## 1095 0 0 0 0 F (65,75] Divorcee Employee
## 3841 1 0 0 0 F (75,85] Widower Employee
## 224 0 1 0 0 M (25,35] Single Management
## 1718 0 0 0 0 F (75,85] Widower Manual labourer
## 3934 0 1 0 0 M (25,35] Single Other
## 3157 0 0 0 0 M (55,65] Single Unskilled worker
## 5547 0 1 0 0 F (75,85] Married Employee
## 4721 0 0 0 0 M (45,55] Married Manual labourer
## 5989 1 0 0 0 M [15,25] Single Employee
## 6464 0 0 0 0 M (75,85] Married Foreman
## 5442 1 1 0 0 F (25,35] Married Employee
## 3374 0 0 1 0 F (25,35] Married Management
## 6416 0 0 0 0 F (35,45] Divorcee Employee
## 42 0 0 0 0 M (45,55] Divorcee Unskilled worker
## 728 0 0 0 0 F (55,65] Widower Employee
## 1166 0 0 0 0 M (45,55] Married Manual labourer
## 3336 0 0 0 0 F (25,35] Single Foreman
## 639 1 1 0 0 F (45,55] Divorcee Employee
## 5241 1 0 0 0 M (75,85] Married Management
## 1226 0 0 0 0 M (25,35] Single Unskilled worker
## 1890 1 0 1 0 F (25,35] Single Technician
## 3194 0 1 1 0 F (35,45] Married Management
## 6120 0 0 0 0 M (55,65] Married Management
## 6082 1 0 1 0 M [15,25] Single Employee
## 6316 0 0 0 0 M (25,35] Married Employee
## 6201 0 1 0 0 M (65,75] Married Manual labourer
## 5907 0 1 1 0 F [15,25] Single Employee
## 2508 1 1 0 0 F (45,55] Married Employee
## 1500 0 1 0 0 M (65,75] Single Management
## 2200 0 0 0 1 M (55,65] Married Other
## 2103 0 1 1 0 F (35,45] Married Other
## 6052 1 1 0 0 M (35,45] Married Unskilled worker
## 5950 1 0 0 0 M (45,55] Married Unskilled worker
## 1924 0 0 0 0 M (45,55] Divorcee Unskilled worker
## 2170 1 0 1 0 F (25,35] Single Employee
## 2944 0 0 0 0 F (35,45] Divorcee Other
## 5257 0 1 0 1 F (25,35] Single Employee
## 2115 0 1 0 1 F (45,55] Single Employee
## 14 1 1 1 0 M (25,35] Single Management
## 6322 0 1 1 0 M (45,55] Married Foreman
## 2320 0 0 0 0 M (65,75] Single Employee
## 183 0 1 0 1 M (65,75] Married Employee
## 3138 0 0 0 0 M (65,75] Married Technician
## 2190 1 1 1 1 M (35,45] Married Manual labourer
## 67 1 1 1 0 M (35,45] Single Foreman
## 2450 0 0 0 1 M (65,75] Remarried Technician
## 4498 0 0 0 0 F (55,65] Widower Employee
## 5971 1 1 0 0 F (55,65] Single Manual labourer
## 3606 0 0 0 0 M (25,35] Single Manual labourer
## 3058 1 0 0 0 F (55,65] Divorcee Employee
## 4285 1 0 0 0 F (45,55] Married Employee
## 6243 0 0 0 0 F (65,75] Widower Employee
## 2520 0 0 0 0 F (45,55] Married Employee
## 661 0 0 0 0 F (25,35] Married Unskilled worker
## 947 0 0 0 0 F (65,75] Widower Employee
## 3711 0 0 0 0 F [15,25] Single Employee
## 2410 0 0 0 0 F (55,65] Married Employee
## 3055 0 0 0 1 F (65,75] Married Employee
## 6140 1 1 1 0 F (45,55] Divorcee Management
## 2275 1 1 0 0 F (55,65] Married Employee
## 4553 1 0 0 0 M (55,65] Married Management
## 891 0 0 1 0 F (55,65] Married Employee
## 3047 0 0 0 0 M (55,65] Divorcee Manual labourer
## 466 1 1 1 1 M (55,65] Married Management
## 1819 0 1 0 0 M (75,85] Married Foreman
## 5434 1 1 0 0 M (55,65] Married Foreman
## 671 1 1 0 0 F (25,35] Single Foreman
## 2638 0 0 0 0 F (45,55] Married Unskilled worker
## 710 0 0 0 0 M (35,45] Married Foreman
## 361 0 0 0 0 M (65,75] Divorcee Employee
## 6811 1 1 1 0 M (25,35] Single Employee
## 4091 0 0 0 0 F (25,35] Married Employee
## 2838 0 1 0 0 M (35,45] Married Technician
## 6257 0 0 0 0 F (75,85] Widower Manual labourer
## 76 0 0 0 0 F (65,75] Single Employee
## 4506 0 0 0 0 M (25,35] Single Unskilled worker
## 2811 0 0 0 0 F (25,35] Married Unskilled worker
## 6354 1 1 0 0 F (45,55] Divorcee Employee
## 2769 1 0 0 0 F (35,45] Married Foreman
## 1596 1 1 0 0 M (45,55] Married Foreman
## 5067 0 0 0 0 M (65,75] Married Other
## 4740 0 0 0 0 F (35,45] Married Employee
## 5092 1 1 0 1 F (35,45] Married Employee
## 6796 1 1 0 1 M (55,65] Widower Employee
## 2730 1 1 1 1 F (65,75] Widower Employee
## 714 1 0 0 0 F (45,55] Single Management
## 6877 0 0 0 0 M [15,25] Single Manual labourer
## 5530 0 0 0 0 M (35,45] Married Foreman
## 1783 0 0 0 0 M (45,55] Single Employee
## 1298 1 0 0 0 F (55,65] Widower Employee
## 5499 0 0 0 0 F (65,75] Married Employee
## 978 0 1 0 0 F (45,55] Remarried Unskilled worker
## 4202 0 0 0 0 F (35,45] Widower Unskilled worker
## 6903 0 0 0 0 F (45,55] Married Unskilled worker
## 2095 0 1 0 0 F (55,65] Married Foreman
## 821 0 0 0 0 F (55,65] Married Employee
## 582 0 0 0 0 F (45,55] Married Employee
## 5843 1 1 1 0 M (45,55] Divorcee Unskilled worker
## 4346 0 0 0 0 F (35,45] Married Manual labourer
## 4960 1 0 0 0 F (45,55] Divorcee Employee
## 5569 1 0 0 0 F [15,25] Single Management
## 476 0 0 0 0 F (45,55] Married Employee
## 2064 0 0 0 0 F [15,25] Married Unskilled worker
## 842 0 0 0 0 F (75,85] Married Manual labourer
## 6012 0 0 0 0 F (75,85] Widower Unskilled worker
## 5926 0 0 0 0 F (35,45] Married Employee
## 4935 0 0 0 0 M (65,75] Married Foreman
## 3149 0 0 0 0 F (35,45] Single Unskilled worker
## 3185 0 1 0 0 F (55,65] Divorcee Technician
## 2265 0 0 0 0 F [15,25] Single Employee
## 1218 0 0 0 0 F (35,45] Married Unskilled worker
## 5360 1 1 0 0 F (45,55] Single Management
## 4777 0 1 1 1 M (55,65] Married Employee
## 6756 0 0 0 0 M (65,75] Married Management
## 2304 0 0 0 1 M (55,65] Divorcee Employee
## 4859 1 0 0 0 F [15,25] Single Employee
## 4708 0 0 0 0 F (25,35] Married Unskilled worker
## 1154 0 0 1 0 F (75,85] Married Foreman
## 1782 0 1 0 0 F (25,35] Married Technician
## 6317 1 1 0 0 M (45,55] Married Management
## 2587 0 0 0 0 F (45,55] Divorcee Employee
## 3658 1 1 0 0 M (45,55] Remarried Management
## 3299 1 0 0 0 M (65,75] Married Technician
## 3028 0 0 0 0 F (45,55] Married Employee
## 5367 0 0 0 0 M (45,55] Divorcee Technician
## 5467 0 1 0 0 M (55,65] Married Technician
## 871 0 0 0 0 M [15,25] Single Unskilled worker
## 1480 1 1 0 1 M [15,25] Single Technician
## 5714 1 1 0 0 M (55,65] Married Management
## 5614 1 1 0 0 M (45,55] Married Management
## 4569 0 0 0 0 M (35,45] Married Management
## 766 1 1 1 0 M [15,25] Single Employee
## 2744 0 0 0 0 F (35,45] Divorcee Employee
## 4615 0 0 0 0 F (35,45] Divorcee Employee
## 5734 0 0 0 0 F (25,35] Divorcee Employee
## 6320 1 0 1 1 F (35,45] Single Management
## 3643 1 0 0 0 M (45,55] Remarried Management
## 3197 0 0 0 0 F (65,75] Married Manual labourer
## 1955 1 1 0 0 F (45,55] Married Employee
## 5927 0 0 0 0 F (35,45] Married Employee
## 5786 1 0 0 0 M [15,25] Single Technician
## 1919 0 0 0 0 M (25,35] Married Employee
## 1143 0 0 0 0 F (35,45] Married Employee
## 1286 0 0 0 1 M (55,65] Married Employee
## 7 0 1 1 0 F (25,35] Single Employee
## 4460 0 0 0 0 M [15,25] Single Unskilled worker
## 5828 1 1 1 0 M (35,45] Married Management
## 4390 0 0 0 0 F (35,45] Married Employee
## 3776 0 1 0 0 F (25,35] Single Employee
## 4645 0 0 0 0 F (75,85] Widower Manual labourer
## 3688 0 0 0 0 F (25,35] Single Foreman
## 1694 0 1 1 0 F (35,45] Single Employee
## 6623 1 0 1 0 M (45,55] Married Foreman
## 4372 0 0 0 0 F (75,85] Widower Unskilled worker
## 2761 0 0 0 0 M (25,35] Single Other
## 6719 0 1 0 0 F (55,65] Married Manual labourer
## 1829 0 0 0 0 F [15,25] Single Foreman
## 3561 0 0 0 0 M (65,75] Married Manual labourer
## 4626 1 1 0 0 M (45,55] Divorcee Technician
## 2431 0 0 0 0 F (75,85] Widower Employee
## 5951 0 0 0 0 F (65,75] Widower Unskilled worker
## 1810 0 0 0 0 F (35,45] Married Employee
## 496 0 0 0 0 M (65,75] Married Management
## 5115 0 1 1 1 F (55,65] Widower Employee
## 5934 0 0 0 0 M (25,35] Single Unskilled worker
## 4367 0 1 0 0 M (45,55] Married Foreman
## 2684 0 0 0 0 F (35,45] Divorcee Employee
## 884 0 1 0 1 F (45,55] Married Technician
## 2858 0 0 0 0 F (45,55] Divorcee Employee
## 1690 0 1 0 0 M (35,45] Married Foreman
## 5173 0 0 0 0 F (45,55] Single Unskilled worker
## 114 1 1 1 1 F (25,35] Single Management
## 5114 0 0 0 0 M (55,65] Married Employee
## 1803 0 0 0 0 M (55,65] Married Unskilled worker
## 681 0 0 0 0 M (45,55] Widower Unskilled worker
## 621 0 0 0 0 M (45,55] Married Manual labourer
## 915 0 0 1 0 M [15,25] Single Employee
## 6801 1 0 1 0 M (35,45] Married Management
## 1632 1 0 0 0 M (35,45] Married Manual labourer
## 3659 0 1 0 0 F (65,75] Married Employee
## 4923 1 1 1 0 M (25,35] Single Manual labourer
## 3484 0 1 0 0 M (55,65] Married Management
## 1703 0 0 0 1 M (45,55] Married Foreman
## 689 0 0 0 0 F [15,25] Married Employee
## 249 0 0 0 0 F (25,35] Single Management
## 6448 0 0 0 0 F (55,65] Divorcee Unskilled worker
## 4336 1 1 1 1 F (65,75] Widower Employee
## 1113 0 1 0 1 F (35,45] Divorcee Employee
## 3196 0 1 0 0 M (75,85] Married Management
## 2105 1 1 1 0 F (35,45] Married Foreman
## 2331 0 0 0 0 M (35,45] Married Employee
## 420 1 0 0 0 F (25,35] Married Foreman
## 581 1 1 0 0 F (45,55] Divorcee Management
## 5911 0 0 0 0 F [15,25] Single Unskilled worker
## 603 1 0 0 0 F (35,45] Divorcee Employee
## 5572 1 0 0 0 F (25,35] Married Management
## 1522 0 1 0 0 F (35,45] Married Management
## 5677 0 0 0 0 M (25,35] Remarried Manual labourer
## 5736 0 1 0 1 M (45,55] Divorcee Management
## 6159 0 1 0 0 F (35,45] Single Foreman
## 2724 1 1 1 0 F (45,55] Divorcee Other
## 6730 0 1 0 1 M (35,45] Married Management
## 2419 1 1 0 1 F (35,45] Married Employee
## 4371 0 1 1 0 F (35,45] Divorcee Management
## 5290 0 1 0 0 M (45,55] Divorcee Manual labourer
## 4866 0 0 0 0 M (55,65] Married Unskilled worker
## 157 0 0 1 0 M (35,45] Single Foreman
## 742 0 0 0 0 M (25,35] Married Foreman
## 332 0 0 0 0 F (35,45] Single Employee
## 592 0 0 0 0 F (35,45] Married Employee
## 656 0 0 0 0 F (25,35] Married Manual labourer
## 703 0 0 0 0 M (25,35] Single Employee
## 2699 0 0 0 0 F (35,45] Married Employee
## 5268 0 0 1 0 F (25,35] Married Employee
## 5586 0 0 0 0 F (75,85] Widower Employee
## 6560 0 0 0 0 M (55,65] Married Technician
## 2682 0 1 0 0 F (45,55] Married Foreman
## 6191 1 1 0 0 F (55,65] Single Other
## 5262 1 1 0 0 M (35,45] Married Foreman
## 6523 0 1 0 0 F (45,55] Married Employee
## 4247 0 0 0 0 F (55,65] Married Manual labourer
## 6533 1 1 1 0 F (25,35] Married Employee
## 6402 0 0 0 0 M (45,55] Married Management
## 2776 0 0 0 0 M (35,45] Divorcee Technician
## 2957 1 1 0 0 M (55,65] Married Other
## 6561 0 0 1 0 F (65,75] Married Employee
## 2770 0 0 0 0 M (55,65] Married Unskilled worker
## 4430 0 1 1 0 F (75,85] Widower Employee
## 4365 1 0 1 1 M (25,35] Single Technician
## 6005 0 0 0 1 M (45,55] Married Employee
## 1707 0 0 0 0 M (45,55] Married Manual labourer
## 1658 0 1 0 0 F (35,45] Married Employee
## 5284 0 0 1 0 F (45,55] Married Employee
## 4456 0 0 0 0 F (25,35] Married Employee
## 711 1 1 1 0 M (55,65] Divorcee Management
## 3493 0 0 0 0 M (65,75] Married Unskilled worker
## 3032 0 0 0 0 F (55,65] Widower Employee
## 6543 0 0 0 0 F (35,45] Married Unskilled worker
## 2576 0 0 0 0 M (45,55] Divorcee Unskilled worker
## 4151 1 1 0 0 F (35,45] Single Foreman
## 1515 1 1 0 0 F (65,75] Married Employee
## 1035 0 0 0 0 F (45,55] Married Unskilled worker
## 5332 0 0 0 0 M (75,85] Married Manual labourer
## 6871 0 1 0 1 M (35,45] Married Manual labourer
## 3901 1 1 0 0 M (35,45] Married Foreman
## 1196 0 0 0 0 M (55,65] Married Manual labourer
## 1916 0 0 0 0 M (75,85] Widower Unskilled worker
## 2597 0 0 0 0 M (25,35] Married Technician
## 3479 1 1 1 0 F (35,45] Single Management
## 4858 0 0 0 0 M (25,35] Married Manual labourer
## 6268 0 0 0 0 M (65,75] Married Other
## 4636 1 1 0 0 F (25,35] Single Employee
## 6743 0 0 0 0 F (65,75] Widower Unskilled worker
## 5519 0 0 0 0 M (25,35] Single Other
## 2006 0 1 0 0 M (75,85] Single Employee
## 147 0 0 0 0 F (25,35] Divorcee Employee
## 3980 0 0 0 0 M (45,55] Married Technician
## 632 1 1 1 0 F (45,55] Remarried Other
## 2106 0 1 1 0 F (35,45] Remarried Employee
## 6126 0 0 0 0 M (45,55] Divorcee Manual labourer
## 6640 0 0 0 0 M (25,35] Single Foreman
## 6215 0 0 0 1 M (25,35] Single Manual labourer
## 4438 1 1 1 1 F (45,55] Remarried Employee
## 4111 0 0 0 0 F (65,75] Married Manual labourer
## 6043 0 0 0 0 M (75,85] Married Technician
## 3356 0 0 0 0 F (65,75] Divorcee Technician
## 4793 0 0 0 0 F (35,45] Married Employee
## 521 1 0 0 0 M (45,55] Married Employee
## 2936 0 0 0 0 F (75,85] Widower Employee
## 4800 1 1 0 0 F (25,35] Single Employee
## 3769 0 0 0 0 F (45,55] Married Employee
## 2641 0 1 0 0 M (35,45] Single Unskilled worker
## 1046 1 1 0 0 M (35,45] Single Employee
## 453 0 0 0 0 M (55,65] Married Unskilled worker
## 1838 0 0 0 0 F (55,65] Widower Management
## 4513 0 1 0 0 F (55,65] Widower Employee
## 2577 0 0 0 0 F (25,35] Single Technician
## 3232 1 1 1 0 F (25,35] Single Foreman
## 2834 1 1 1 1 M [15,25] Single Technician
## 214 1 1 0 0 M [15,25] Single Unskilled worker
## 1574 0 0 0 0 F (35,45] Single Employee
## 3192 0 0 0 0 F (45,55] Married Manual labourer
## 6040 0 0 0 0 F (65,75] Widower Employee
## 2277 1 0 0 0 F (55,65] Married Manual labourer
## 2146 0 0 0 0 M [15,25] Single Manual labourer
## 1602 0 0 0 0 F [15,25] Single Employee
## 6098 0 0 0 0 F (25,35] Divorcee Employee
## 1875 0 1 1 0 F (35,45] Married Foreman
## 3864 0 0 0 1 F (45,55] Married Unskilled worker
## 1262 0 1 0 0 M (35,45] Divorcee Foreman
## 4201 0 0 0 0 F (35,45] Single Unskilled worker
## 5743 1 1 0 0 F (65,75] Widower Management
## 3750 0 0 0 0 F (55,65] Remarried Employee
## 2850 0 0 1 0 M [15,25] Single Unskilled worker
## 5492 0 0 0 0 M (35,45] Single Unskilled worker
## 2630 0 0 0 0 F (75,85] Widower Manual labourer
## 6665 1 1 1 0 M (25,35] Single Foreman
## 6101 0 0 0 0 F (25,35] Married Employee
## 2247 0 0 0 0 M (45,55] Single Unskilled worker
## 4054 1 0 0 0 M [15,25] Single Employee
## 1331 1 0 0 0 F (35,45] Married Management
## 5212 1 1 1 1 M (35,45] Single Unskilled worker
## 5118 0 0 0 0 M (65,75] Married Manual labourer
## 1766 1 1 0 0 M (45,55] Remarried Management
## 1302 0 0 0 0 M (55,65] Married Technician
## 488 0 1 0 1 F (45,55] Remarried Manual labourer
## 517 0 0 0 0 F (45,55] Divorcee Employee
## 4050 0 0 0 0 M (45,55] Married Manual labourer
## 4090 0 0 0 0 M (65,75] Married Manual labourer
## 1696 1 0 0 1 M (55,65] Married Management
## 3794 0 0 0 0 M (45,55] Married Manual labourer
## 2039 0 0 0 0 M (45,55] Married Employee
## 955 0 0 0 0 M (45,55] Married Management
## 659 0 1 1 0 F (25,35] Single Employee
## 5351 1 1 0 0 F (65,75] Widower Employee
## 314 0 1 0 0 M (75,85] Married Management
## 5343 1 1 1 1 M (65,75] Married Management
## 1311 0 1 1 0 M (45,55] Divorcee Unskilled worker
## 92 0 0 0 0 F (75,85] Remarried Management
## 2269 0 1 1 1 M (35,45] Married Management
## 6799 0 1 0 0 M (25,35] Married Unskilled worker
## 6626 1 1 1 0 F (65,75] Married Management
## 6446 0 1 0 0 F (65,75] Widower Employee
## 2987 0 0 0 0 M (55,65] Married Other
## 5018 0 0 0 0 F (75,85] Married Employee
## 5947 0 0 0 0 F (35,45] Divorcee Employee
## 2627 0 0 0 0 F (45,55] Widower Unskilled worker
## 6630 1 0 0 0 M (25,35] Single Employee
## 6738 0 0 0 0 F (55,65] Divorcee Employee
## 5704 1 1 1 0 M (45,55] Remarried Management
## 4307 0 0 0 0 F (55,65] Widower Employee
## 6505 0 0 0 0 F (35,45] Married Unskilled worker
## 4407 0 0 0 0 M (35,45] Married Management
## 4024 1 1 1 0 F [15,25] Single Other
## 4893 0 0 0 0 M (55,65] Divorcee Manual labourer
## 4271 0 0 0 0 F (55,65] Divorcee Employee
## 1506 1 0 0 0 F (45,55] Married Employee
## 4150 1 1 0 0 M (45,55] Single Employee
## 3189 1 1 0 0 F [15,25] Single Employee
## 372 0 0 0 0 F (45,55] Divorcee Technician
## 2679 0 0 0 0 M (45,55] Married Unskilled worker
## 6230 0 0 0 0 F (25,35] Married Management
## 530 0 0 0 0 M (25,35] Married Manual labourer
## 3811 0 1 0 0 M (75,85] Remarried Foreman
## 3487 1 1 0 0 M (35,45] Single Employee
## 565 0 0 0 0 M (25,35] Single Manual labourer
## 3080 1 0 0 0 M (45,55] Remarried Manual labourer
## 5711 0 0 0 0 M (55,65] Married Technician
## 2875 0 0 0 0 F (55,65] Widower Employee
## 6697 0 0 0 0 M (35,45] Married Other
## 1534 0 0 0 0 F [15,25] Single Unskilled worker
## 6694 0 1 0 0 M (45,55] Married Technician
## 3528 1 0 0 0 F (25,35] Married Employee
## 2196 0 0 0 0 F (55,65] Remarried Manual labourer
## 3035 1 1 1 0 F (45,55] Married Employee
## 1300 0 0 0 0 M (55,65] Divorcee Management
## 4273 1 1 0 0 F [15,25] Single Employee
## 4229 0 0 0 0 M (55,65] Married Manual labourer
## 4656 0 0 0 1 M (25,35] Single Unskilled worker
## 4303 0 0 0 0 F (55,65] Divorcee Employee
## 3165 0 0 0 0 F (35,45] Married Employee
## 6861 0 0 0 0 F (75,85] Widower Employee
## 5413 0 0 0 0 F (45,55] Divorcee Unskilled worker
## 5221 0 0 0 0 M (25,35] Married Unskilled worker
## 3801 1 1 1 0 M (25,35] Married Foreman
## 2788 1 0 0 1 F (55,65] Remarried Employee
## 3593 0 0 0 0 F (45,55] Married Unskilled worker
## 6250 0 0 0 0 F (75,85] Married Unskilled worker
## 248 0 1 1 1 M (55,65] Married Management
## 264 1 1 0 0 M (45,55] Married Management
## 6033 1 0 1 0 M (35,45] Married Employee
## 1972 1 1 0 0 F (45,55] Single Management
## 2571 1 1 0 0 M (55,65] Widower Management
## 357 1 1 0 0 M (25,35] Married Employee
## 2524 0 0 0 0 M (35,45] Married Manual labourer
## 5584 0 0 0 0 M (55,65] Divorcee Employee
## 4910 0 0 0 0 F (55,65] Married Employee
## 1425 1 1 1 0 F (45,55] Married Foreman
## 1029 0 1 0 0 M (25,35] Married Foreman
## 1885 1 0 1 1 F (35,45] Married Employee
## 417 0 0 0 0 M (45,55] Married Employee
## 3416 1 1 0 0 F (55,65] Divorcee Management
## 2447 0 0 0 0 M (55,65] Married Employee
## 2853 0 0 0 0 M (35,45] Married Manual labourer
## 1144 1 1 0 0 M (25,35] Married Management
## 5279 0 0 0 0 F (75,85] Married Employee
## 222 0 1 0 0 F (45,55] Married Employee
## 2399 0 1 0 0 F (45,55] Remarried Employee
## 5468 1 1 0 0 M (45,55] Married Foreman
## 6641 1 0 0 0 F (25,35] Single Other
## 528 0 0 0 0 M (65,75] Divorcee Unskilled worker
## 5590 0 0 0 0 M (45,55] Married Foreman
## 5510 0 0 0 0 F (65,75] Widower Unskilled worker
## 2061 0 0 0 0 M (85,100] Married Manual labourer
## 180 0 1 1 0 F (55,65] Married Employee
## 3930 1 1 0 0 F (25,35] Married Employee
## 145 1 1 1 0 M (25,35] Single Employee
## 1403 1 1 1 0 F (45,55] Married Management
## 2418 0 0 0 0 F (35,45] Divorcee Manual labourer
## 4250 1 0 0 0 F (55,65] Single Technician
## 6096 1 1 1 0 F (35,45] Divorcee Foreman
## 3587 0 0 0 0 F (25,35] Single Employee
## 1228 0 0 0 0 F [15,25] Single Employee
## 1550 0 0 0 0 M (35,45] Married Technician
## 4478 0 0 0 1 M (35,45] Married Manual labourer
## 284 0 0 0 0 F (55,65] Divorcee Manual labourer
## 4697 0 0 0 0 M (45,55] Married Manual labourer
## 5282 1 1 0 0 F (45,55] Married Other
## 899 0 0 0 0 M (45,55] Married Technician
## 834 0 0 0 0 F (65,75] Married Employee
## 2177 1 0 0 0 M (45,55] Married Management
## 6088 0 0 0 0 M (85,100] Married Manual labourer
## 3680 0 1 0 1 M (45,55] Married Management
## 667 1 1 1 0 F (45,55] Divorcee Employee
## 5004 0 0 0 0 F (55,65] Married Employee
## 6449 1 0 0 0 M (25,35] Married Technician
## 261 1 1 0 1 F (45,55] Married Employee
## 2547 1 0 0 0 F (45,55] Married Manual labourer
## 4257 1 0 0 0 M (35,45] Single Manual labourer
## 1643 1 0 0 0 M (55,65] Remarried Foreman
## 2487 0 0 0 1 M (35,45] Married Manual labourer
## 1428 0 0 0 0 F (55,65] Remarried Manual labourer
## 5879 0 1 0 0 F (25,35] Single Employee
## 3881 1 0 0 0 F (45,55] Divorcee Manual labourer
## 190 0 0 0 0 F (45,55] Married Foreman
## 4485 0 0 0 0 F (75,85] Widower Employee
## 1993 0 0 0 1 M (35,45] Single Management
## 4103 0 0 0 0 F (45,55] Married Foreman
## 3309 0 0 0 0 M (35,45] Divorcee Manual labourer
## 3618 1 0 0 0 M (55,65] Divorcee Management
## 195 1 1 0 0 F [15,25] Single Employee
## 3834 1 0 1 1 F (25,35] Single Employee
## 4235 0 0 0 0 F (35,45] Married Management
## 5896 1 1 0 0 F (65,75] Married Employee
## 6823 0 0 0 0 F (55,65] Married Employee
## 5916 1 1 1 0 M (45,55] Married Foreman
## 2666 1 0 1 0 F (35,45] Single Management
## 4109 1 0 1 1 M (35,45] Married Management
## 6554 0 0 0 0 F (35,45] Married Employee
## 1453 1 1 0 0 F (55,65] Married Employee
## 564 0 0 0 0 M (55,65] Widower Manual labourer
## 5263 1 0 1 0 F (45,55] Married Employee
## 5320 0 0 0 0 F (35,45] Married Foreman
## 3106 0 0 0 0 F (35,45] Single Employee
## 17 0 0 1 0 F (25,35] Single Management
## 1683 0 0 0 0 M (45,55] Married Manual labourer
## 6302 0 0 0 0 M (45,55] Married Unskilled worker
## 6318 0 0 0 0 F (45,55] Married Employee
## 5208 1 1 1 0 F (45,55] Married Foreman
## 1679 0 0 0 0 M (35,45] Married Manual labourer
## 5376 1 1 1 0 M (45,55] Married Foreman
## 3526 1 0 1 0 M [15,25] Single Unskilled worker
## 2316 0 1 0 0 F (25,35] Married Foreman
## 5135 0 0 0 0 F (35,45] Divorcee Unskilled worker
## 131 0 1 1 0 F (25,35] Single Foreman
## 2453 0 0 1 0 F (65,75] Widower Employee
## 3176 1 0 0 0 F (45,55] Married Employee
## 4887 0 0 0 0 F (25,35] Married Employee
## 5754 1 1 1 0 F (35,45] Divorcee Employee
## 675 0 0 0 0 F (65,75] Married Foreman
## 2223 1 1 1 1 F (25,35] Single Employee
## 5580 0 1 1 0 F (65,75] Widower Employee
## 2538 0 1 0 0 M (35,45] Remarried Management
## 754 0 0 0 0 M (55,65] Married Manual labourer
## 596 1 1 0 0 F (45,55] Divorcee Management
## 4664 0 1 1 0 F (35,45] Widower Foreman
## 4088 0 0 1 0 F [15,25] Single Employee
## 6365 0 0 1 0 M (75,85] Married Manual labourer
## 5038 1 1 1 0 M (55,65] Widower Foreman
## 1591 0 0 0 0 M (55,65] Married Unskilled worker
## 3015 0 0 0 0 F (45,55] Married Employee
## 2123 0 1 0 0 F (45,55] Married Employee
## 6410 1 0 1 0 M (35,45] Married Management
## 4147 1 1 0 0 F (35,45] Married Foreman
## 3514 1 0 0 0 M (35,45] Single Employee
## 6512 0 0 0 0 F (55,65] Divorcee Employee
## 5872 0 0 0 1 M (45,55] Remarried Manual labourer
## 2436 0 0 0 0 F (45,55] Married Employee
## 2076 0 1 0 0 F (45,55] Married Manual labourer
## 6104 0 0 0 0 M (35,45] Married Unskilled worker
## 6691 0 0 1 0 M (45,55] Married Manual labourer
## 5273 0 1 0 0 F (65,75] Married Manual labourer
## 4152 0 0 1 0 F (35,45] Single Employee
## 4937 1 1 1 0 F (35,45] Divorcee Management
## 5605 0 0 0 0 F [15,25] Divorcee Employee
## 1304 0 0 0 1 M (45,55] Divorcee Foreman
## 5759 0 0 0 0 F (45,55] Remarried Foreman
## 1585 0 0 0 0 M (35,45] Divorcee Technician
## 6350 1 1 1 0 F (45,55] Single Foreman
## 4973 1 1 0 1 M (65,75] Remarried Employee
## 6346 0 0 0 0 M (45,55] Married Manual labourer
## 5463 0 0 0 0 M (55,65] Remarried Unskilled worker
## 964 0 0 0 0 M (35,45] Single Manual labourer
## 402 0 1 0 1 M (45,55] Divorcee Technician
## 6706 0 0 0 0 F (45,55] Single Employee
## 3958 1 1 1 1 M (35,45] Married Manual labourer
## 3460 0 0 1 0 F (65,75] Married Employee
## 2068 0 0 0 0 M (35,45] Married Management
## 305 0 0 0 0 F (65,75] Widower Manual labourer
## 6545 1 1 0 0 M (45,55] Divorcee Foreman
## 2470 0 0 0 0 F (45,55] Widower Employee
## 956 0 0 0 0 F (55,65] Married Unskilled worker
## 920 1 0 0 0 F (25,35] Single Employee
## 5825 0 1 0 0 M (45,55] Married Technician
## 3556 0 0 1 0 M (45,55] Married Management
## 2729 0 0 0 0 M (35,45] Married Technician
## 5966 0 0 0 0 F (25,35] Married Unskilled worker
## 6158 1 1 0 0 F (55,65] Married Management
## 4993 0 0 0 0 M (35,45] Divorcee Management
## 1322 1 1 0 0 F (55,65] Single Foreman
## 2948 0 0 0 0 F (55,65] Divorcee Foreman
## 6185 0 1 0 0 M (55,65] Married Management
## 4140 0 0 0 0 M (45,55] Married Foreman
## 6897 1 0 0 0 F (35,45] Married Employee
## 2259 0 0 0 0 M (55,65] Married Foreman
## 6342 1 0 1 0 M (25,35] Single Technician
## 2688 0 0 0 1 M (35,45] Divorcee Foreman
## 6679 0 0 0 0 F (25,35] Divorcee Employee
## 5487 0 0 0 0 F (65,75] Widower Other
## 3996 1 0 0 0 F (45,55] Married Employee
## 1216 0 0 0 0 M (65,75] Married Manual labourer
## 2902 0 0 0 0 F (55,65] Remarried Employee
## 2085 0 0 0 0 F (25,35] Married Employee
## 2572 0 0 0 0 M (55,65] Married Foreman
## 4668 0 1 0 1 F (45,55] Divorcee Employee
## 2336 0 1 0 1 F (25,35] Single Employee
## 1946 0 0 0 0 F (35,45] Divorcee Other
## 2854 1 0 0 0 M (55,65] Married Management
## 6182 0 0 0 0 F (65,75] Widower Unskilled worker
## 673 0 1 0 0 F (55,65] Married Employee
## 4649 0 0 0 0 F (85,100] Widower Other
## 4741 0 0 0 0 F (25,35] Single Employee
## 1859 1 1 0 0 M (55,65] Remarried Employee
## 2371 0 1 0 1 M (65,75] Widower Management
## 2221 0 0 0 0 F (55,65] Married Unskilled worker
## 4677 0 0 0 0 F (35,45] Married Employee
## 2430 1 0 0 0 M (65,75] Divorcee Management
## 5505 0 0 0 0 F (65,75] Widower Manual labourer
## 2539 0 0 0 0 M (65,75] Married Management
## 201 0 1 0 1 M (45,55] Single Manual labourer
## 6304 0 0 0 0 F (45,55] Married Employee
## 6762 0 0 1 0 M (45,55] Married Employee
## 1011 0 0 0 0 F (45,55] Married Employee
## 1765 1 1 0 0 F (45,55] Divorcee Management
## 6336 0 1 1 0 F (25,35] Married Foreman
## 2690 0 0 0 1 F [15,25] Single Foreman
## 6700 0 0 0 0 M (55,65] Married Foreman
## 1695 1 0 0 0 M (45,55] Married Manual labourer
## 2194 0 0 0 0 M (65,75] Married Manual labourer
## 6536 0 0 0 0 F (25,35] Single Foreman
## 3603 1 0 0 0 F (25,35] Married Employee
## 1186 0 0 0 0 M (35,45] Married Foreman
## 2393 0 0 0 0 F (55,65] Married Employee
## 4077 1 1 0 0 F (55,65] Married Employee
## 6722 0 0 0 0 M (75,85] Married Foreman
## 3582 0 0 0 0 F (35,45] Divorcee Employee
## 4123 0 1 0 0 M (55,65] Married Foreman
## 1211 0 0 0 0 F (35,45] Divorcee Employee
## 4659 0 0 0 0 F (65,75] Married Employee
## 2281 0 0 0 0 F (75,85] Widower Unskilled worker
## 3454 0 1 0 1 F (45,55] Married Unskilled worker
## 5154 1 0 1 0 F [15,25] Single Employee
## 6755 1 1 0 0 F (25,35] Married Employee
## 1214 0 0 0 0 M (35,45] Married Manual labourer
## 6167 0 1 0 0 F (35,45] Divorcee Employee
## 1078 0 0 0 0 F (65,75] Widower Unskilled worker
## 272 0 0 0 0 M (85,100] Married Management
## 2986 1 1 1 0 M (35,45] Married Foreman
## 3595 1 0 0 0 F (35,45] Single Employee
## 6741 0 0 0 0 M (25,35] Married Manual labourer
## 5516 0 0 0 0 M (55,65] Married Foreman
## 2995 0 0 0 0 F (35,45] Married Manual labourer
## 4730 0 1 0 1 F (55,65] Married Employee
## 3446 1 1 1 0 F (35,45] Single Employee
## 6524 0 0 0 0 F (55,65] Widower Unskilled worker
## 6223 0 1 0 0 M (45,55] Married Manual labourer
## 2308 0 1 0 0 F (55,65] Widower Manual labourer
## 3751 0 0 0 0 M (45,55] Married Management
## 5745 0 0 0 0 M (45,55] Remarried Manual labourer
## 5824 1 1 0 0 F (55,65] Married Employee
## 3525 0 0 0 0 M (55,65] Married Manual labourer
## 1692 0 0 0 0 M (35,45] Married Manual labourer
## 5636 1 1 1 0 F (25,35] Single Management
## 839 1 0 0 0 M (25,35] Single Foreman
## 6142 1 0 0 0 F (35,45] Single Employee
## 3486 0 0 0 0 F (45,55] Divorcee Employee
## 6186 0 0 0 0 F (35,45] Married Employee
## 1260 0 0 0 1 F (25,35] Single Employee
## 6168 0 1 0 0 F [15,25] Married Employee
## 4455 1 1 0 0 F (25,35] Married Employee
## 3111 0 0 0 0 F (85,100] Widower Manual labourer
## 5665 0 0 0 0 F (35,45] Married Employee
## 6752 1 0 0 0 M (25,35] Married Manual labourer
## 87 0 0 0 0 F (45,55] Married Foreman
## 775 1 1 0 0 F (35,45] Remarried Employee
## 5853 0 1 0 0 F (75,85] Widower Employee
## 4272 0 0 0 0 F (65,75] Widower Employee
## 2821 0 0 0 1 M (45,55] Married Employee
## 3921 0 0 0 0 F (25,35] Married Other
## 4747 0 0 0 0 M (85,100] Married Manual labourer
## 3297 0 1 1 0 M (55,65] Single Management
## 5422 0 0 0 0 F (65,75] Widower Foreman
## 2893 1 0 0 0 M [15,25] Single Technician
## 2677 1 0 0 0 F (35,45] Single Employee
## 5031 0 0 0 0 F (55,65] Married Employee
## 401 0 0 0 0 M (65,75] Remarried Manual labourer
## 1873 0 1 0 0 F (35,45] Married Management
## 15 1 1 1 0 M (45,55] Remarried Management
## 5055 0 0 0 0 F (55,65] Married Unskilled worker
## 4902 0 1 0 0 M (35,45] Single Unskilled worker
## 6370 0 0 0 0 F (35,45] Married Employee
## 6452 0 1 0 0 M (85,100] Widower Management
## 1120 1 0 0 0 M (55,65] Married Foreman
## 2646 0 0 0 0 F (65,75] Remarried Manual labourer
## 966 0 1 1 1 F (25,35] Married Employee
## 2731 0 0 0 0 F (25,35] Married Employee
## 1052 0 1 0 0 F (35,45] Married Employee
## 5762 0 0 0 0 F (65,75] Married Unskilled worker
## 594 1 1 0 0 M (35,45] Married Management
## 2116 1 1 0 0 M (35,45] Married Manual labourer
## 5308 1 1 0 0 F (65,75] Remarried Unskilled worker
## 4026 1 0 0 0 F (25,35] Married Unskilled worker
## 5014 0 0 0 0 F (25,35] Married Unskilled worker
## 1372 0 0 0 0 F (45,55] Married Employee
## 1458 1 1 1 0 M (55,65] Married Management
## 6241 0 0 0 0 M (45,55] Divorcee Employee
## 2337 0 0 0 0 F (35,45] Married Employee
## 6457 0 0 0 0 M (45,55] Married Manual labourer
## 2360 0 0 0 0 F (25,35] Married Foreman
## 6791 0 0 0 0 M (35,45] Married Unskilled worker
## 5724 0 0 1 0 M (45,55] Divorcee Manual labourer
## 2231 0 0 1 0 F (25,35] Married Unskilled worker
## 1431 0 0 0 0 F (35,45] Married Employee
## 5406 0 0 1 0 F [15,25] Married Employee
## 4743 0 0 0 0 F (25,35] Widower Unskilled worker
## 6437 0 0 0 0 F (45,55] Married Employee
## 5023 1 1 1 0 F (45,55] Married Employee
## 238 0 0 0 0 M (65,75] Married Manual labourer
## 5573 0 0 0 0 F (35,45] Single Foreman
## 2782 0 1 0 0 M (65,75] Remarried Other
## 5651 0 0 0 0 M (25,35] Single Management
## 1856 1 1 0 0 F (45,55] Married Employee
## 1084 1 0 0 0 M (25,35] Single Manual labourer
## 334 1 1 0 0 F (45,55] Married Employee
## 3347 1 1 0 1 M (75,85] Widower Technician
## 6361 0 0 0 0 M (35,45] Divorcee Employee
## 2471 0 0 0 0 F (25,35] Married Management
## 2586 0 0 0 0 F (75,85] Married Employee
## 4046 0 0 0 0 F (55,65] Married Employee
## 81 1 1 0 0 F (65,75] Married Management
## 4453 1 0 0 0 F (25,35] Married Employee
## 5398 0 0 0 0 F (55,65] Married Employee
## 857 1 1 0 0 F (45,55] Remarried Management
## 3343 0 0 0 0 M (65,75] Married Foreman
## 1025 1 1 1 1 M (35,45] Single Management
## 3626 0 1 0 0 F (35,45] Single Employee
## 4855 0 0 0 0 M (65,75] Remarried Manual labourer
## 2868 0 0 0 0 M (55,65] Married Manual labourer
## 6870 1 0 1 0 M (45,55] Married Manual labourer
## 4844 1 0 0 0 M (45,55] Married Foreman
## 785 0 1 0 0 M (75,85] Married Management
## 6048 0 0 0 0 M (35,45] Married Manual labourer
## 5528 0 0 1 1 M (45,55] Married Employee
## 6472 1 1 0 1 F (25,35] Remarried Employee
## 456 0 0 0 0 F (85,100] Single Manual labourer
## 3412 0 0 0 0 M (45,55] Married Management
## 5196 0 1 1 0 F (25,35] Married Employee
## 4709 1 1 1 1 M (45,55] Married Management
## 4932 0 0 0 0 F (65,75] Married Manual labourer
## 2236 0 0 0 0 F (55,65] Divorcee Other
## 4183 0 0 0 0 F [15,25] Married Unskilled worker
## 2135 0 0 0 0 F (65,75] Single Management
## 1367 0 0 0 0 M (65,75] Remarried Foreman
## 6017 0 0 0 0 M (45,55] Married Employee
## 3081 0 1 0 0 M (75,85] Married Manual labourer
## 1400 0 1 1 0 F (55,65] Married Other
## 5874 1 1 0 1 M (25,35] Single Foreman
## 1542 0 0 0 0 F (55,65] Married Employee
## 3810 1 0 0 0 F (45,55] Married Employee
## 6649 0 0 0 0 F (55,65] Married Manual labourer
## 5133 0 1 1 0 F (65,75] Widower Employee
## 2233 0 0 0 1 F (25,35] Married Unskilled worker
## 2381 1 0 0 1 F (45,55] Married Employee
## 4178 1 1 0 0 M (35,45] Divorcee Foreman
## 4451 1 1 0 0 F (35,45] Married Foreman
## 3326 0 0 0 0 M (55,65] Married Management
## 5540 1 1 0 0 F (45,55] Married Other
## 274 0 1 1 0 F (55,65] Married Technician
## 638 1 1 0 0 F (45,55] Divorcee Foreman
## 4001 0 0 0 0 F (25,35] Divorcee Unskilled worker
## 2141 1 0 0 0 F (25,35] Married Management
## 4170 0 1 0 0 M (35,45] Married Management
## 3877 0 0 0 0 F (45,55] Divorcee Unskilled worker
## 6547 1 1 0 0 M (45,55] Single Manual labourer
## 3937 0 1 0 0 F (45,55] Married Employee
## 1925 0 0 0 0 F (55,65] Divorcee Unskilled worker
## 328 1 0 1 0 M (35,45] Single Management
## 202 1 0 1 0 M (25,35] Married Management
## 3792 0 0 0 0 F (75,85] Widower Employee
## 5102 0 0 0 0 M (65,75] Single Manual labourer
## 1215 0 0 0 0 F (45,55] Married Unskilled worker
## 5876 0 1 0 0 F (35,45] Single Employee
## 6607 0 0 0 0 F (55,65] Married Foreman
## 112 0 0 0 0 F (55,65] Married Employee
## 6195 0 0 0 0 F (45,55] Single Employee
## 3796 1 1 1 0 F (65,75] Widower Employee
## 5050 0 0 0 0 F (75,85] Widower Employee
## 6579 0 0 0 0 M (75,85] Remarried Manual labourer
## 3449 0 1 0 0 F (45,55] Married Employee
## 6314 1 1 0 0 M (65,75] Widower Management
## 3286 0 0 0 0 M (75,85] Married Foreman
## 5266 1 0 1 0 F (35,45] Divorcee Employee
## 5249 1 0 0 1 M [15,25] Single Unskilled worker
## 1563 0 0 0 0 F (25,35] Married Unskilled worker
## 1194 0 0 0 0 F (35,45] Divorcee Employee
## 32 1 1 0 0 F (45,55] Divorcee Employee
## 747 0 1 0 0 F (45,55] Remarried Employee
## 390 1 1 0 0 F (65,75] Married Employee
## 3944 1 0 0 0 M [15,25] Single Employee
## 3132 0 1 1 0 F (25,35] Single Unskilled worker
## 1677 0 0 0 0 F (55,65] Married Unskilled worker
## 4470 0 0 0 0 M (45,55] Divorcee Manual labourer
## 1456 1 1 0 0 F (65,75] Single Foreman
## 1038 0 0 0 0 F (55,65] Married Unskilled worker
## 358 0 0 0 0 M [15,25] Single Unskilled worker
## 4998 0 1 0 0 F (55,65] Married Employee
## 6349 0 0 0 1 M (25,35] Married Foreman
## 5209 0 0 0 0 F [15,25] Single Employee
## 4157 1 0 1 0 F (35,45] Single Employee
## 1359 0 0 0 0 M (45,55] Married Management
## 4542 0 1 0 0 F (65,75] Married Employee
## 2354 1 0 1 0 F (25,35] Married Employee
## 2892 1 0 0 0 F (65,75] Widower Employee
## 467 1 1 0 0 M (55,65] Married Foreman
## 5028 1 0 0 0 F (45,55] Married Employee
## 1468 0 0 0 0 F (45,55] Married Employee
## 4317 0 1 0 0 M (35,45] Single Employee
## 4162 0 1 0 0 F (35,45] Single Employee
## 4888 0 0 0 0 F (45,55] Married Technician
## 837 0 1 0 0 F (75,85] Married Other
## 4714 1 1 0 0 M (25,35] Single Manual labourer
## 4784 0 0 0 0 M (45,55] Married Foreman
## 3250 1 1 0 0 F (45,55] Married Employee
## 1965 0 0 0 0 F (25,35] Single Employee
## 5314 0 0 0 0 M (25,35] Married Unskilled worker
## 4868 0 0 1 0 F (45,55] Married Unskilled worker
## 4867 0 0 0 0 M (65,75] Widower Management
## 2416 1 1 0 1 M (45,55] Remarried Foreman
## 4041 0 0 1 0 M (45,55] Single Manual labourer
## 5483 0 0 0 1 M (25,35] Single Employee
## 5328 0 0 0 0 F (45,55] Married Other
## 3799 0 1 0 0 F (65,75] Married Other
## 1482 0 0 0 0 M (45,55] Married Management
## 84 1 1 1 0 M (35,45] Single Employee
## 869 1 1 0 1 F (25,35] Married Foreman
## 2071 0 0 0 0 F (45,55] Married Employee
## 1351 0 0 1 0 F (35,45] Divorcee Employee
## 5683 0 1 0 0 M (45,55] Married Employee
## 3294 1 1 1 0 F (25,35] Single Management
## 3447 0 1 0 0 F (45,55] Widower Employee
## 3507 1 1 0 0 F (45,55] Married Foreman
## 4083 0 1 0 0 M (45,55] Divorcee Unskilled worker
## 1195 0 0 0 0 F (35,45] Divorcee Employee
## 4727 0 0 0 0 M (35,45] Married Manual labourer
## 4905 1 1 0 1 M (55,65] Remarried Employee
## 4105 0 1 0 0 F (45,55] Married Foreman
## 547 0 0 0 0 F [15,25] Single Employee
## 171 0 0 0 0 M (55,65] Married Management
## 3798 1 1 0 0 F (35,45] Married Employee
## 1168 1 0 0 0 F (35,45] Married Employee
## 3584 0 0 1 0 F (35,45] Divorcee Employee
## 3322 1 1 0 0 M (35,45] Married Employee
## 2786 0 0 0 0 M (55,65] Married Manual labourer
## 715 0 0 0 0 M (35,45] Married Management
## 4986 0 0 0 0 M (65,75] Remarried Manual labourer
## 3315 0 1 0 1 F (45,55] Married Unskilled worker
## 1184 0 0 0 0 F (35,45] Married Manual labourer
## 2181 0 0 0 0 F [15,25] Single Manual labourer
## 4094 0 0 1 0 F (55,65] Married Employee
## 3739 0 0 0 0 M (25,35] Single Unskilled worker
## 5183 0 0 0 0 M (35,45] Single Unskilled worker
## 3152 0 0 1 0 M (35,45] Married Manual labourer
## 1952 0 0 0 1 M [15,25] Single Manual labourer
## 352 0 1 0 0 F (65,75] Divorcee Employee
## 1917 0 0 0 0 M (45,55] Married Employee
## 3911 0 0 0 0 M (55,65] Married Manual labourer
## 6084 0 1 1 0 M (25,35] Married Foreman
## 3753 1 0 0 0 F (35,45] Married Employee
## 1655 1 1 1 0 F (35,45] Divorcee Employee
## 5839 1 0 0 0 F (45,55] Married Management
## 2251 0 0 0 0 M (45,55] Divorcee Manual labourer
## 5494 1 1 1 1 M (55,65] Married Management
## 793 0 0 0 1 F (35,45] Married Employee
## 6077 0 0 0 0 M (25,35] Single Manual labourer
## 3573 1 0 0 0 F (55,65] Widower Employee
## 6539 1 1 0 0 F (55,65] Remarried Employee
## 981 0 1 1 1 M (35,45] Married Technician
## 1320 1 0 1 0 M (35,45] Married Management
## 2767 0 0 0 0 M (45,55] Married Technician
## 36 1 0 1 0 F (35,45] Single Management
## 5764 0 0 0 0 F [15,25] Single Unskilled worker
## 4957 0 0 0 0 M (25,35] Single Employee
## 3936 0 0 0 0 M [15,25] Single Unskilled worker
## 5474 1 0 1 0 F (65,75] Widower Manual labourer
## 6213 0 0 0 0 M (45,55] Single Unskilled worker
## 2692 0 0 1 0 F (35,45] Married Employee
## 3415 0 0 0 1 M [15,25] Single Manual labourer
## 6198 0 0 0 0 F (45,55] Married Employee
## 6583 1 1 1 0 M (25,35] Single Employee
## 6020 0 0 0 0 M (65,75] Widower Unskilled worker
## 1905 0 0 0 0 F (45,55] Divorcee Employee
## 2798 0 0 0 1 M (55,65] Single Unskilled worker
## 6671 0 0 0 0 M (65,75] Divorcee Employee
## 3700 0 0 1 0 M (25,35] Single Unskilled worker
## 4343 0 0 0 0 M [15,25] Single Manual labourer
## 3386 0 0 0 0 M (55,65] Married Unskilled worker
## 3206 0 0 0 0 M (45,55] Married Foreman
## 3159 0 0 0 0 F (35,45] Single Employee
## 5107 0 0 0 0 M (75,85] Married Unskilled worker
## 366 0 0 0 0 M (25,35] Married Manual labourer
## 5767 0 0 0 0 F (35,45] Remarried Employee
## 1877 1 1 0 0 M (45,55] Single Management
## 6904 0 0 0 0 F (55,65] Married Employee
## 2717 0 0 0 0 F (45,55] Widower Manual labourer
## 676 0 0 0 1 M (45,55] Divorcee Employee
## 2741 0 0 0 0 F (85,100] Widower Other
## 4633 1 0 0 0 M (55,65] Married Employee
## 3653 1 1 0 0 M (25,35] Single Management
## 1055 1 0 1 0 M (35,45] Married Manual labourer
## 2953 0 1 0 0 F (25,35] Divorcee Employee
## 5368 0 1 0 0 M (55,65] Married Technician
## 823 0 0 0 0 M (45,55] Married Manual labourer
## 6442 0 0 0 0 F (45,55] Married Employee
## 1733 0 0 1 0 M (45,55] Remarried Foreman
## 2326 0 0 0 0 F (35,45] Single Employee
## 4265 0 0 0 0 F (55,65] Married Employee
## 5111 0 0 0 0 M (55,65] Married Management
## 4733 0 0 0 0 M (45,55] Married Foreman
## 2635 0 0 0 0 F (55,65] Married Other
## 187 1 1 1 0 M (55,65] Remarried Management
## 2262 0 0 0 0 F (65,75] Widower Foreman
## 1682 0 0 0 0 F (25,35] Single Employee
## 5306 0 0 0 0 F (35,45] Married Unskilled worker
## 974 1 0 0 0 M (45,55] Married Other
## 3505 0 0 0 0 M [15,25] Single Unskilled worker
## 4258 0 0 0 0 F [15,25] Single Unskilled worker
## 1791 0 0 0 0 F (65,75] Widower Unskilled worker
## 630 1 1 0 0 F (35,45] Single Employee
## 2748 1 1 0 1 M [15,25] Single Foreman
## 2935 0 0 0 0 F (25,35] Single Manual labourer
## 149 0 1 0 0 F (45,55] Married Employee
## 6401 1 1 1 0 M (55,65] Divorcee Other
## 2574 0 1 0 0 M (25,35] Single Foreman
## 1050 0 0 0 0 F (45,55] Married Manual labourer
## 4831 0 0 0 0 M (85,100] Widower Unskilled worker
## 2750 0 0 0 0 F [15,25] Single Management
## 6364 1 1 1 0 F (55,65] Married Foreman
## 4811 0 0 1 0 F (55,65] Married Employee
## 531 0 1 0 0 M (45,55] Married Employee
## 5890 1 0 1 0 M (55,65] Married Manual labourer
## 3786 1 0 0 0 F (25,35] Single Employee
## 3838 0 0 1 0 M (35,45] Remarried Foreman
## 2261 0 0 0 0 M (45,55] Married Management
## 3404 0 0 0 0 F (75,85] Widower Employee
## 2716 0 0 0 0 F (25,35] Single Other
## 4177 0 0 1 0 F (45,55] Divorcee Employee
## 173 1 1 0 0 M (35,45] Married Management
## 5412 0 0 1 0 F (35,45] Married Employee
## 4137 1 1 0 0 F (25,35] Single Management
## 6444 0 0 0 0 F (25,35] Single Employee
## 4970 1 1 0 1 M (45,55] Married Management
## 2306 1 0 0 0 M [15,25] Single Manual labourer
## 4069 1 1 1 0 F (35,45] Married Employee
## 6063 0 0 0 0 M (75,85] Remarried Foreman
## 3385 0 0 1 0 F (75,85] Married Management
## 5167 0 0 0 0 M (45,55] Married Manual labourer
## 1334 0 0 0 0 F (25,35] Married Employee
## 989 0 0 0 0 M (45,55] Remarried Technician
## 6015 0 0 0 0 M (45,55] Remarried Unskilled worker
## 61 0 0 1 0 F (35,45] Single Management
## 2579 0 0 0 0 F (45,55] Married Employee
## 1647 0 1 1 0 M (45,55] Married Management
## 5914 0 0 0 0 M (35,45] Married Manual labourer
## 2117 0 1 0 1 F (75,85] Married Other
## 3770 0 1 0 0 F (75,85] Widower Employee
## 2264 0 0 1 0 F (55,65] Married Employee
## 1276 0 1 0 0 F (55,65] Married Employee
## 4131 0 0 1 0 M (35,45] Single Management
## 4596 1 1 1 0 F (45,55] Single Management
## 2918 0 0 1 0 M (45,55] Married Manual labourer
## 4458 0 0 0 0 F (45,55] Married Management
## 4560 0 0 0 0 F (75,85] Married Employee
## 5998 0 0 0 0 M (35,45] Married Technician
## 6795 0 1 0 0 F (55,65] Married Management
## 1220 0 0 0 0 F (55,65] Widower Unskilled worker
## 4486 0 0 0 0 M (45,55] Single Foreman
## 888 0 0 0 1 M (65,75] Married Other
## 4200 0 0 0 0 M (45,55] Single Management
## 3455 0 0 0 0 M (55,65] Married Manual labourer
## 558 1 0 0 0 M (45,55] Remarried Technician
## 6275 1 1 0 0 F (55,65] Married Employee
## 5379 0 0 0 0 F (65,75] Widower Employee
## 5818 1 0 0 0 F (35,45] Married Employee
## 308 0 0 0 0 M (35,45] Divorcee Foreman
## 320 1 1 0 0 M (65,75] Widower Management
## 682 1 0 0 0 F (25,35] Married Employee
## 1489 0 0 0 0 M (55,65] Married Management
## 1418 0 0 0 0 M (45,55] Married Technician
## 4648 1 0 1 1 F (35,45] Married Employee
## 5428 1 0 0 0 M (55,65] Married Manual labourer
## 266 1 1 0 0 M (25,35] Single Management
## 1382 1 1 0 0 F (45,55] Married Management
## 3743 1 1 1 0 F (25,35] Single Foreman
## 4422 1 1 0 0 F (55,65] Divorcee Employee
## 949 0 0 0 0 M (25,35] Single Foreman
## 164 0 0 0 0 F (65,75] Widower Employee
## 2958 0 0 0 0 F (55,65] Married Employee
## 1070 0 0 0 0 M (55,65] Married Management
## 4419 0 0 0 0 M [15,25] Single Manual labourer
## 6494 0 0 0 0 F (45,55] Widower Employee
## 5084 0 1 0 0 F (75,85] Widower Manual labourer
## 3886 0 0 0 0 M (65,75] Married Manual labourer
## 95 1 0 0 0 M (25,35] Single Management
## 6372 0 0 0 0 M (45,55] Married Employee
## 6440 1 0 0 0 F (65,75] Married Employee
## 5348 0 1 1 0 F (35,45] Divorcee Employee
## 2484 0 0 0 1 M (35,45] Married Unskilled worker
## 6014 0 0 0 0 M (65,75] Remarried Manual labourer
## 3652 1 1 0 0 M (35,45] Divorcee Management
## 1160 0 1 1 1 F (35,45] Married Foreman
## 4720 0 0 0 0 F (35,45] Married Employee
## 5857 1 0 1 1 M (25,35] Married Management
## 6325 1 1 0 0 F (35,45] Single Foreman
## 4951 1 1 0 0 M (25,35] Single Technician
## 6137 0 0 0 0 M (75,85] Married Other
## 3970 0 0 0 0 F (25,35] Single Unskilled worker
## 1264 0 1 0 1 M (35,45] Single Unskilled worker
## 5949 0 0 0 0 F (65,75] Widower Employee
## 6770 1 0 0 0 F (25,35] Single Employee
## 4045 1 1 1 0 M (35,45] Divorcee Manual labourer
## 2588 1 1 0 0 F (25,35] Single Employee
## 788 0 0 0 0 M (35,45] Divorcee Manual labourer
## 2013 0 0 0 0 F (35,45] Married Unskilled worker
## 4474 0 0 0 1 M (45,55] Single Foreman
## 2195 1 1 1 0 F (35,45] Married Management
## 4857 0 0 0 0 F (45,55] Married Unskilled worker
## 1069 0 0 0 1 M (55,65] Remarried Manual labourer
## 5451 0 0 0 0 F (25,35] Married Employee
## 1037 0 0 0 0 F (35,45] Married Unskilled worker
## 2685 0 0 0 0 F (35,45] Married Employee
## 5688 0 0 0 0 M (65,75] Married Manual labourer
## 516 0 1 1 1 F (55,65] Married Employee
## 1040 0 0 0 0 F (45,55] Married Manual labourer
## 4136 0 0 1 0 M (25,35] Single Unskilled worker
## 2809 0 0 0 0 F (35,45] Married Employee
## 1192 0 0 0 0 M (25,35] Remarried Unskilled worker
## 563 0 0 0 0 M (35,45] Divorcee Unskilled worker
## 6488 0 1 0 0 M (65,75] Married Management
## 5213 1 1 1 0 F (35,45] Married Management
## 454 0 0 0 0 F (45,55] Widower Unskilled worker
## 1130 1 0 0 1 M (25,35] Married Manual labourer
## 6631 0 0 0 0 M (55,65] Married Technician
## 2497 0 1 1 1 F (45,55] Remarried Employee
## 3108 0 0 0 0 F (45,55] Married Employee
## 543 0 0 0 0 M (25,35] Single Manual labourer
## 3093 0 0 0 0 M (25,35] Married Management
## 4189 1 1 0 1 M (35,45] Married Employee
## 4277 0 0 0 0 F (45,55] Widower Management
## 3155 1 0 0 0 M (55,65] Married Manual labourer
## 1584 1 0 0 0 F [15,25] Single Employee
## 2890 0 0 0 0 M (65,75] Married Employee
## 5664 1 1 1 1 M (45,55] Married Foreman
## 905 0 0 0 0 M (55,65] Single Manual labourer
## 5307 0 0 0 0 M (25,35] Married Unskilled worker
## 1921 0 0 0 0 M [15,25] Single Unskilled worker
## 1504 1 1 0 1 M (45,55] Single Technician
## 1593 1 1 0 1 M (45,55] Married Technician
## 1006 1 1 0 0 F (35,45] Married Management
## 4655 0 0 0 1 M (65,75] Married Foreman
## 6100 0 0 1 0 F (55,65] Widower Employee
## 1758 0 1 0 1 M (75,85] Married Other
## 706 1 1 1 1 M (55,65] Widower Management
## 3861 1 1 1 0 M (35,45] Married Technician
## 2224 1 0 0 0 M [15,25] Single Manual labourer
## 5712 1 1 1 0 F (45,55] Married Foreman
## 741 0 0 0 0 F (55,65] Married Employee
## 226 0 1 1 0 F (25,35] Single Technician
## 4850 0 0 0 0 F (65,75] Married Unskilled worker
## 732 0 0 0 0 M [15,25] Married Manual labourer
## 343 0 0 0 0 F (25,35] Married Employee
## 2050 0 0 0 0 M (65,75] Widower Management
## 770 0 0 0 1 M (25,35] Single Manual labourer
## 6006 0 1 0 0 M (35,45] Married Foreman
## 668 0 0 0 0 M (25,35] Single Employee
## 1564 0 0 0 0 F (35,45] Married Management
## 242 0 0 0 0 M (65,75] Married Employee
## 3818 1 0 0 0 F (25,35] Single Employee
## 3971 1 1 0 0 F (35,45] Married Management
## 5411 1 1 0 0 F (45,55] Married Employee
## 53 1 1 1 0 M (35,45] Single Employee
## 4524 1 1 1 0 F (25,35] Single Employee
## 3891 1 1 0 0 F (45,55] Divorcee Employee
## 1175 1 0 1 1 M (35,45] Divorcee Manual labourer
## 1871 0 1 1 0 F (35,45] Married Management
## 919 0 1 1 1 M (65,75] Married Management
## 5938 0 0 0 0 M (25,35] Married Employee
## 533 0 0 0 0 F (35,45] Married Unskilled worker
## 3307 0 0 0 0 F (75,85] Widower Employee
## 3292 0 1 0 0 F [15,25] Single Employee
## 232 1 1 0 0 F (35,45] Widower Employee
## 4660 0 0 0 0 F (55,65] Single Employee
## 2928 0 0 0 1 M (25,35] Married Foreman
## 2781 0 0 0 1 M (65,75] Widower Manual labourer
## 6689 0 0 0 0 F (65,75] Widower Employee
## 1746 1 1 0 0 M (65,75] Married Management
## 939 0 0 0 1 F [15,25] Single Employee
## 4756 0 0 0 0 M (65,75] Married Unskilled worker
## 5735 0 0 0 0 F (25,35] Single Technician
## 6461 1 1 1 1 F [15,25] Single Employee
## 5506 0 0 0 0 M (45,55] Married Employee
## 1244 0 1 0 1 M [15,25] Single Employee
## 1438 1 0 0 1 F (35,45] Remarried Foreman
## 5416 0 0 0 0 F (25,35] Single Employee
## 3429 0 0 0 0 F (75,85] Married Employee
## 119 0 0 0 0 F (45,55] Married Manual labourer
## 4173 0 0 0 0 F (65,75] Widower Unskilled worker
## 6422 1 1 1 0 F (25,35] Single Management
## 2018 0 1 1 0 F (45,55] Married Employee
## 6319 0 1 0 0 F (45,55] Married Foreman
## 5780 1 1 0 0 F (45,55] Divorcee Other
## 3723 0 0 0 0 M (55,65] Married Management
## 186 1 0 1 0 F (35,45] Married Employee
## 3713 1 1 1 1 F [15,25] Single Foreman
## 2446 0 0 0 1 M (35,45] Divorcee Employee
## 1691 0 0 0 0 F (55,65] Married Employee
## 6489 1 1 1 0 F (35,45] Divorcee Management
## 4289 1 1 0 0 M (35,45] Married Technician
## 5231 0 0 0 0 F (35,45] Married Employee
## 6358 0 1 0 0 F (55,65] Remarried Employee
## 1437 0 0 0 0 M (35,45] Married Foreman
## 6429 0 0 0 1 F (45,55] Married Employee
## 1508 0 0 0 0 M (55,65] Married Foreman
## 735 0 0 0 0 F [15,25] Single Employee
## 4794 1 0 1 0 F [15,25] Single Employee
## 5708 0 0 0 0 F (35,45] Single Employee
## 3086 0 0 0 0 M (55,65] Married Foreman
## 6070 1 0 0 0 F (35,45] Single Employee
## 1491 0 0 0 0 M (45,55] Married Unskilled worker
## 6002 0 0 1 0 M (35,45] Married Technician
## 6508 0 0 0 0 F (35,45] Married Unskilled worker
## 1898 1 0 1 0 M (25,35] Single Management
## 3279 0 0 0 0 F (85,100] Widower Manual labourer
## 5798 1 0 1 0 M (65,75] Divorcee Management
## 3610 1 1 0 0 F (25,35] Single Employee
## 4383 0 0 0 0 M (35,45] Single Manual labourer
## 82 1 1 0 0 M (45,55] Remarried Management
## 3306 0 1 1 1 M (35,45] Divorcee Employee
## 4503 0 0 0 0 M [15,25] Single Manual labourer
## 1150 1 1 1 1 M (45,55] Married Management
## 1676 1 0 0 0 F (55,65] Widower Employee
## 4517 1 1 0 0 M (35,45] Single Management
## 6148 0 0 0 0 M (55,65] Divorcee Unskilled worker
## 6391 0 0 0 0 F (75,85] Widower Employee
## 4921 1 0 0 0 F (25,35] Married Foreman
## 4055 0 1 0 0 F (35,45] Married Employee
## 6035 0 0 0 0 M (55,65] Married Manual labourer
## 1092 0 0 0 0 M (45,55] Divorcee Foreman
## 2019 0 0 0 0 M (55,65] Married Other
## 5942 1 0 0 0 F (45,55] Married Employee
## 58 1 1 0 0 M (35,45] Single Management
## 5394 1 1 1 0 M (25,35] Single Employee
## 5240 0 0 0 0 M (25,35] Married Manual labourer
## 2990 0 1 1 0 F (65,75] Widower Other
## 189 0 0 0 0 F [15,25] Single Employee
## 211 1 1 1 0 M (65,75] Married Management
## 3039 0 0 0 0 F (75,85] Widower Employee
## 6413 1 1 0 1 M (35,45] Married Management
## 801 0 0 0 0 M (35,45] Married Manual labourer
## 3289 1 0 0 0 F (25,35] Single Foreman
## 2807 0 0 0 0 M (45,55] Married Manual labourer
## 1010 0 0 0 0 F (55,65] Married Employee
## 4948 1 0 1 1 F (25,35] Single Employee
## 1556 0 0 0 0 F [15,25] Single Employee
## 3498 0 0 0 0 F (65,75] Widower Unskilled worker
## 5440 0 0 0 0 F (35,45] Divorcee Manual labourer
## 93 0 0 0 1 M (65,75] Single Management
## 1293 0 0 0 0 M (35,45] Single Employee
## 6344 0 0 0 0 M (55,65] Married Foreman
## 2622 0 1 1 0 M [15,25] Married Technician
## 1983 0 1 0 0 M (35,45] Married Foreman
## 4523 1 0 1 0 F (25,35] Single Other
## 495 1 1 0 1 F (55,65] Married Employee
## 3748 1 1 1 0 F (55,65] Single Management
## 6721 0 0 0 0 M (55,65] Married Management
## 6847 0 1 0 0 F (45,55] Married Employee
## 3170 0 0 0 0 M (25,35] Single Manual labourer
## 424 1 1 0 0 M (35,45] Single Technician
## 5181 0 0 0 0 M (55,65] Widower Manual labourer
## 6165 1 1 0 0 F (35,45] Divorcee Employee
## 2437 0 1 1 1 F (35,45] Married Unskilled worker
## 3422 0 0 0 0 F (45,55] Divorcee Employee
## 1219 0 0 0 0 F [15,25] Single Unskilled worker
## 2059 0 0 0 0 M (65,75] Married Unskilled worker
## 911 0 1 0 1 M (45,55] Single Unskilled worker
## 6155 1 0 0 0 F (55,65] Divorcee Management
## 378 0 0 0 0 M (55,65] Divorcee Manual labourer
## 3396 1 1 0 0 F (55,65] Single Management
## 5781 0 1 0 0 M (25,35] Single Employee
## 5235 1 1 0 0 M (45,55] Married Management
## 6466 1 1 1 0 M (65,75] Married Management
## 6248 0 0 0 0 F (35,45] Single Unskilled worker
## 3488 0 0 0 0 F (25,35] Married Foreman
## 5980 0 0 0 0 F (75,85] Widower Employee
## 6650 1 0 1 0 M [15,25] Single Unskilled worker
## 6249 0 0 0 0 M (25,35] Single Manual labourer
## 709 1 1 0 0 M (55,65] Married Management
## 3393 0 0 0 0 F (25,35] Divorcee Manual labourer
## 6396 0 0 0 0 M (45,55] Married Management
## 2954 0 0 0 0 M (45,55] Married Employee
## 3099 0 0 0 0 F (35,45] Divorcee Employee
## 5862 0 1 1 0 F (25,35] Divorcee Employee
## 3823 0 0 0 0 F (25,35] Single Employee
## 5755 1 1 1 0 F (45,55] Married Other
## 5758 0 1 0 0 F (35,45] Married Employee
## 3238 0 1 0 0 F (45,55] Married Other
## 3956 1 0 0 0 F (55,65] Widower Employee
## 1000 0 0 0 0 M (25,35] Married Management
## 1568 1 1 0 0 F (65,75] Married Employee
## 1162 0 0 0 0 M (25,35] Married Manual labourer
## 2333 0 0 0 0 M (45,55] Single Unskilled worker
## 5620 1 1 1 0 F (75,85] Married Foreman
## 5466 0 1 0 0 F (45,55] Married Manual labourer
## 4043 0 1 0 0 M (25,35] Divorcee Management
## 5766 0 0 0 0 F (35,45] Single Unskilled worker
## 2357 0 0 0 1 F (25,35] Single Employee
## 6859 0 0 0 0 M (45,55] Remarried Foreman
## 3985 1 0 0 0 F (25,35] Married Employee
## 282 0 0 0 0 M (65,75] Married Management
## 3532 1 1 1 0 M (25,35] Married Technician
## 4141 1 1 1 0 F (35,45] Single Employee
## 2272 0 1 0 0 F (35,45] Married Employee
## 2016 0 0 0 0 F (55,65] Married Management
## 5871 1 1 0 0 M (25,35] Single Management
## 1167 0 0 0 0 M (45,55] Married Employee
## 5339 1 0 0 0 F (65,75] Widower Manual labourer
## 5599 0 0 0 0 F (55,65] Divorcee Employee
## 2296 0 0 0 0 M (75,85] Married Management
## 2876 0 0 0 0 M (35,45] Divorcee Manual labourer
## 3423 1 0 0 0 F (35,45] Widower Employee
## 5211 1 1 1 0 F (35,45] Divorcee Management
## 1594 0 0 0 0 F (25,35] Single Employee
## 520 0 0 1 0 M (55,65] Married Management
## 2415 0 0 1 0 M (25,35] Married Management
## 4074 1 0 0 0 F (55,65] Married Employee
## 814 0 0 0 0 F (25,35] Single Employee
## 6004 0 0 0 0 F (45,55] Married Employee
## 1291 1 0 0 0 M (35,45] Married Employee
## 657 0 0 0 0 F (25,35] Single Employee
## 2069 0 0 0 0 F (25,35] Married Employee
## 6604 0 1 0 1 M (25,35] Single Technician
## 880 0 0 0 0 F (35,45] Widower Technician
## 4299 0 0 0 0 F (55,65] Single Manual labourer
## 3712 1 1 0 1 M (45,55] Married Other
## 6296 0 0 0 0 M (45,55] Married Unskilled worker
## 1959 0 1 0 0 M (35,45] Remarried Foreman
## 2367 0 0 0 0 M (45,55] Married Foreman
## 3684 1 1 0 0 F (45,55] Married Foreman
## 855 0 0 1 1 M (25,35] Single Employee
## 1409 0 0 0 0 F (75,85] Divorcee Manual labourer
## 5669 0 0 0 0 F (65,75] Married Employee
## 6087 0 1 0 0 F (65,75] Married Employee
## 3501 0 0 1 0 F (25,35] Married Unskilled worker
## 5566 0 0 0 0 F (35,45] Single Technician
## 1761 1 0 1 1 F (35,45] Divorcee Employee
## 6638 0 0 0 0 F (25,35] Married Technician
## 109 1 1 0 0 F (35,45] Married Management
## 2328 0 0 0 0 F (25,35] Married Employee
## 6737 0 1 0 0 M (65,75] Single Employee
## 2042 0 0 0 0 F (45,55] Married Employee
## 4774 0 0 1 0 F (55,65] Remarried Employee
## 5287 0 1 0 0 F (55,65] Married Employee
## 2314 0 0 0 0 F (65,75] Widower Employee
## 5555 1 1 0 0 F (55,65] Widower Employee
## 5731 0 0 0 0 M (65,75] Married Unskilled worker
## 4107 0 1 0 0 M (55,65] Married Management
## 1395 0 0 0 0 F (45,55] Married Management
## 5626 0 0 0 0 F (65,75] Married Manual labourer
## 5486 0 0 0 0 F (75,85] Single Employee
## 2089 0 0 0 0 F [15,25] Single Employee
## 4355 1 0 0 0 F (65,75] Widower Employee
## 2812 1 0 0 0 M (25,35] Single Technician
## 2129 1 1 0 1 F (55,65] Widower Management
## 2758 0 0 0 0 M (35,45] Divorcee Manual labourer
## 5944 0 0 0 0 F (45,55] Divorcee Employee
## 3003 0 0 0 0 M (55,65] Married Unskilled worker
## 2693 1 0 1 1 F (25,35] Married Employee
## 329 1 1 0 0 F (25,35] Married Management
## 1541 0 0 0 0 M (45,55] Married Manual labourer
## 6246 0 1 0 0 M (75,85] Remarried Management
## 6599 0 0 0 0 M (45,55] Married Management
## 5139 0 1 0 0 F (75,85] Married Employee
## 3865 1 1 0 0 M (35,45] Married Management
## 941 1 1 0 0 M (45,55] Married Foreman
## 457 0 0 0 0 M (25,35] Married Manual labourer
## 2940 1 0 0 0 M (55,65] Single Unskilled worker
## 5448 0 1 0 0 M (55,65] Married Foreman
## 2120 0 0 0 0 F (55,65] Widower Employee
## 4295 0 0 0 0 F (25,35] Single Employee
## 2352 1 0 1 0 M (25,35] Single Employee
## 2291 0 0 1 1 M (55,65] Divorcee Management
## 5673 0 1 1 0 F (75,85] Widower Foreman
## 5640 1 1 1 0 F (55,65] Married Foreman
## 4176 0 0 0 0 F (45,55] Divorcee Employee
## 2192 0 0 0 0 F (45,55] Married Employee
## 6726 0 0 0 0 M (25,35] Single Unskilled worker
## 2914 0 0 0 0 F (25,35] Divorcee Employee
## 3034 0 0 0 0 F (25,35] Married Employee
## 5833 0 0 0 0 F (55,65] Married Employee
## 5086 0 1 0 0 F (75,85] Widower Employee
## 2060 1 1 0 0 F (55,65] Divorcee Manual labourer
## 2160 1 1 0 0 M (25,35] Single Employee
## 6149 1 1 0 0 F (45,55] Single Management
## 1327 1 0 0 0 F (45,55] Remarried Employee
## 2499 1 1 0 1 F [15,25] Single Management
## 3940 0 0 0 0 M (45,55] Married Unskilled worker
## 6238 0 0 0 0 M (25,35] Single Manual labourer
## 4808 0 0 0 0 F (45,55] Married Employee
## 6232 0 0 0 0 F (75,85] Widower Employee
## 205 1 1 1 0 F (35,45] Married Foreman
## 6345 0 0 0 0 M (65,75] Married Employee
## 2364 0 0 0 0 M (45,55] Married Unskilled worker
## 4085 1 1 1 0 F (45,55] Married Technician
## 1126 1 1 1 0 F (45,55] Single Management
## 4252 0 0 0 0 M (45,55] Divorcee Manual labourer
## 2099 1 0 0 0 F (25,35] Married Foreman
## 2119 0 0 0 0 M (35,45] Married Other
## 5216 1 0 0 0 F (25,35] Single Employee
## 4080 0 1 1 0 F (45,55] Married Employee
## 3581 0 0 0 0 M [15,25] Single Employee
## 16 0 0 0 0 M (45,55] Married Employee
## 1486 1 1 1 0 M (25,35] Single Foreman
## 4546 1 0 0 0 F (25,35] Married Employee
## 3205 1 0 0 0 M (35,45] Divorcee Manual labourer
## 5869 1 1 1 0 F (25,35] Married Employee
## 2536 0 0 0 0 F [15,25] Single Manual labourer
## 4797 1 1 1 0 F (35,45] Divorcee Employee
## 631 0 0 1 0 F (75,85] Married Employee
## 4064 1 1 0 0 M (45,55] Widower Management
## 5488 1 0 0 0 F (25,35] Single Employee
## 483 1 1 0 1 F (55,65] Remarried Employee
## 867 0 0 0 0 M (55,65] Married Manual labourer
## 6765 0 0 0 0 M (65,75] Single Employee
## 2302 1 0 0 0 M (45,55] Remarried Management
## 3000 0 0 1 0 M (25,35] Single Manual labourer
## 5619 0 0 0 0 F (65,75] Married Employee
## 4452 0 0 0 0 M (45,55] Remarried Manual labourer
## 4361 0 1 0 0 M (35,45] Married Foreman
## 2780 0 0 0 0 F (35,45] Divorcee Employee
## 692 0 0 1 0 M (35,45] Married Foreman
## 2164 0 1 0 0 F (75,85] Widower Employee
## 4528 1 1 1 0 F (55,65] Divorcee Management
## 4830 0 0 0 0 F (75,85] Widower Unskilled worker
## 4725 0 0 0 0 M (35,45] Married Foreman
## 3178 1 0 0 0 M (35,45] Married Technician
## 759 0 1 0 0 F (35,45] Married Management
## 3331 0 1 0 0 M (45,55] Married Management
## 2912 0 0 0 0 F (35,45] Married Unskilled worker
## 5461 1 0 0 0 M (25,35] Single Unskilled worker
## 4225 1 0 0 0 F (35,45] Divorcee Technician
## 724 0 0 0 0 F (45,55] Married Employee
## 4369 1 1 0 0 M (55,65] Married Other
## 5881 1 1 1 1 M (45,55] Married Technician
## 608 1 0 0 0 F (55,65] Married Employee
## 6260 1 0 1 0 F (45,55] Married Employee
## 4139 1 0 1 1 F [15,25] Single Employee
## 6566 0 0 0 0 M (45,55] Married Foreman
## 2859 0 0 0 0 F (45,55] Married Employee
## 4657 0 0 0 0 F (45,55] Divorcee Employee
## 210 0 0 0 0 M [15,25] Single Manual labourer
## 6802 1 0 0 0 F (25,35] Single Employee
## 2469 1 1 0 0 F (25,35] Single Employee
## 643 0 0 0 0 M (55,65] Married Management
## 4773 0 0 0 0 M (35,45] Married Manual labourer
## 882 0 0 0 0 M (45,55] Married Manual labourer
## 5710 0 0 0 0 F (35,45] Widower Employee
## 4969 1 1 1 1 F (45,55] Divorcee Employee
## 2088 0 0 0 0 M (25,35] Single Manual labourer
## 6470 1 1 1 0 F (45,55] Single Management
## 1 1 1 0 0 F (55,65] Married Management
## 3122 0 1 0 1 F (45,55] Married Employee
## 6900 0 0 0 0 F (55,65] Married Manual labourer
## 5080 0 0 0 0 F (45,55] Married Unskilled worker
## 2189 1 0 0 0 F (35,45] Married Management
## 309 0 0 0 0 M (35,45] Remarried Employee
## 997 1 0 0 0 M [15,25] Single Management
## 1943 0 0 0 0 M (65,75] Married Employee
## 3098 0 0 0 0 F (55,65] Divorcee Employee
## 3699 1 1 0 0 M (35,45] Married Technician
## 4329 0 0 0 0 M (75,85] Remarried Management
## 6702 0 0 0 0 F (65,75] Widower Technician
## 1607 0 0 0 1 F (45,55] Married Employee
## 3764 0 0 0 0 M (45,55] Married Management
## 1269 0 0 0 0 F [15,25] Single Employee
## 4411 0 0 0 0 F (35,45] Single Employee
## 2983 1 1 1 1 M (45,55] Single Technician
## 3679 1 1 0 0 F [15,25] Single Employee
## 5112 1 0 1 0 F (45,55] Divorcee Employee
## 5446 1 0 1 0 F (55,65] Married Foreman
## 6509 0 0 0 0 F (55,65] Divorcee Employee
## 5029 0 0 0 0 F (65,75] Married Employee
## 874 1 0 0 0 M (55,65] Married Technician
## 4535 0 0 0 0 M (65,75] Married Manual labourer
## 276 1 0 0 0 M (35,45] Single Employee
## 1146 1 0 1 0 M (25,35] Single Manual labourer
## 6303 0 0 0 0 M (45,55] Married Management
## 1376 0 0 0 0 F (35,45] Divorcee Unskilled worker
## 410 0 0 0 0 F (65,75] Married Employee
## 3 1 0 0 0 M (55,65] Married Employee
## 6383 0 0 0 0 F (35,45] Single Employee
## 2052 1 0 0 0 F (65,75] Married Employee
## 5750 0 0 1 0 M (45,55] Married Employee
## 5236 1 0 0 0 M (55,65] Married Foreman
## 4788 0 0 0 0 M (55,65] Widower Manual labourer
## 2285 0 0 0 0 M (35,45] Divorcee Manual labourer
## 665 0 1 0 1 M (35,45] Married Manual labourer
## 6027 1 1 0 0 F (45,55] Divorcee Management
## 5672 0 1 0 0 F (45,55] Divorcee Employee
## 1520 0 0 0 0 F (55,65] Married Manual labourer
## 6873 0 0 0 0 M (65,75] Married Management
## 6289 0 0 0 0 M (45,55] Married Other
## 220 0 1 0 0 M (55,65] Married Technician
## 6578 0 1 1 0 F (45,55] Remarried Employee
## 3490 0 0 0 0 F [15,25] Single Employee
## 1612 0 1 0 0 F (55,65] Widower Employee
## 6567 0 0 0 1 F (55,65] Married Unskilled worker
## 3114 0 0 1 0 F (35,45] Divorcee Employee
## 1356 1 1 1 0 F (45,55] Married Management
## 2736 1 1 0 0 F (35,45] Divorcee Employee
## 3827 0 1 0 0 F (45,55] Married Employee
## 5691 0 0 0 0 M (55,65] Divorcee Foreman
## 1041 0 0 0 0 F (35,45] Single Employee
## 5552 0 0 0 0 M (75,85] Married Manual labourer
## 384 0 1 0 0 F (25,35] Single Management
## 4187 0 1 0 0 F (45,55] Divorcee Foreman
## 2153 0 1 0 0 M (55,65] Married Foreman
## 3252 1 0 0 0 M (35,45] Single Management
## 135 0 0 0 0 F (45,55] Single Employee
## 933 0 0 0 0 M (35,45] Married Employee
## 2631 0 0 0 0 M (65,75] Married Manual labourer
## 6290 0 0 0 0 F (45,55] Married Other
## 5327 0 0 0 0 F (75,85] Widower Employee
## 2171 0 0 0 0 F (25,35] Married Foreman
## 5838 1 1 1 0 F (45,55] Single Employee
## 1202 1 0 0 0 M (55,65] Married Employee
## 5856 0 0 0 0 M (45,55] Married Technician
## 4712 0 0 1 0 F (25,35] Divorcee Foreman
## 3563 0 1 0 0 F (25,35] Married Employee
## 4936 0 0 0 0 F (45,55] Married Unskilled worker
## 4775 1 0 0 0 F (25,35] Single Technician
## 4610 0 1 0 0 F (55,65] Married Management
## 2166 0 0 0 0 M (75,85] Single Other
## 1822 0 0 0 0 M (35,45] Single Management
## 6293 0 0 1 0 M (35,45] Divorcee Unskilled worker
## 6672 1 0 0 0 F (35,45] Married Employee
## 2667 0 0 0 1 M (35,45] Divorcee Employee
## 3993 0 0 0 0 F (45,55] Married Unskilled worker
## 1156 0 0 0 0 M (35,45] Married Technician
## 1611 0 0 0 0 F (45,55] Divorcee Employee
## 50 0 0 0 0 F (35,45] Divorcee Employee
## 3410 0 0 0 0 F (55,65] Remarried Employee
## 1073 0 0 0 0 F (35,45] Married Employee
## 1896 0 0 0 0 F (65,75] Married Employee
## 4172 0 0 0 0 M (45,55] Married Manual labourer
## 1131 1 1 0 1 M (35,45] Married Foreman
## 3757 0 0 0 0 M (35,45] Divorcee Management
## 6753 0 0 0 0 F (85,100] Widower Unskilled worker
## 2191 0 0 0 0 M (55,65] Married Technician
## 2358 0 0 0 0 M (45,55] Married Manual labourer
## 2932 0 0 0 0 F (25,35] Married Employee
## 3345 0 0 0 0 F (25,35] Single Employee
## 1199 0 1 0 0 M (35,45] Married Manual labourer
## 3726 0 0 0 1 F (35,45] Married Employee
## 6375 0 0 1 0 F (45,55] Married Employee
## 3661 1 1 0 0 M (35,45] Married Management
## 5205 0 1 0 0 M (25,35] Married Manual labourer
## 6736 0 0 0 0 M (75,85] Widower Unskilled worker
## 6648 1 1 0 1 F (25,35] Single Employee
## 3492 1 1 0 0 F (35,45] Married Employee
## 4347 1 1 1 0 M (45,55] Married Manual labourer
## 3475 0 0 0 0 F (75,85] Widower Manual labourer
## 4920 0 1 0 0 M (45,55] Married Technician
## 1128 0 1 0 0 F (35,45] Divorcee Management
## 5357 0 1 0 0 F (35,45] Divorcee Employee
## 2087 1 1 0 0 M (25,35] Married Management
## 3602 0 0 0 0 M (45,55] Married Manual labourer
## 5545 1 1 0 0 M (55,65] Married Management
## 3544 1 0 1 0 F (35,45] Single Foreman
## 3625 0 1 0 0 F (35,45] Married Employee
## 1535 0 0 0 0 F (35,45] Married Manual labourer
## 3193 0 0 1 0 F (85,100] Widower Employee
## 5928 0 0 0 0 F (55,65] Married Employee
## 4700 0 1 1 0 M (65,75] Married Employee
## 5648 0 0 0 0 F (35,45] Single Employee
## 3975 0 0 0 0 F (55,65] Married Management
## 1490 0 0 0 0 F (35,45] Remarried Employee
## 908 0 0 0 0 M (45,55] Remarried Unskilled worker
## 5377 0 0 0 0 F (25,35] Single Employee
## 1299 0 0 0 0 M (55,65] Married Unskilled worker
## 2738 0 0 0 0 F (25,35] Married Unskilled worker
## 3965 0 1 0 0 F (65,75] Widower Unskilled worker
## 5354 0 0 1 0 M (35,45] Single Manual labourer
## 585 0 0 0 0 M (45,55] Married Manual labourer
## 3662 1 1 0 0 F [15,25] Single Unskilled worker
## 6409 0 0 1 1 F (35,45] Divorcee Manual labourer
## 4039 0 0 0 0 F [15,25] Single Employee
## 2492 0 0 0 1 M [15,25] Single Unskilled worker
## 5598 0 0 0 0 M [15,25] Single Technician
## 2380 0 0 0 0 F (65,75] Married Employee
## 3576 0 0 0 0 F (35,45] Married Technician
## 1306 0 0 0 0 M (55,65] Married Manual labourer
## 5909 0 1 0 1 M (65,75] Married Foreman
## 864 0 0 0 0 F (55,65] Married Employee
## 3089 0 1 0 0 F [15,25] Single Employee
## 6332 1 0 0 0 M (35,45] Single Other
## 1223 0 1 0 0 M (55,65] Married Employee
## 431 0 0 0 0 M (35,45] Married Employee
## 1745 0 0 0 0 M (45,55] Married Management
## 5292 0 0 0 0 M (45,55] Remarried Manual labourer
## 5960 0 0 0 0 M (35,45] Married Manual labourer
## 313 0 1 0 0 F (35,45] Single Employee
## 2598 1 0 0 0 F (55,65] Married Employee
## 5409 0 0 0 0 F (65,75] Married Employee
## 1392 0 0 0 0 M (65,75] Married Unskilled worker
## 737 0 1 1 1 F (45,55] Divorcee Foreman
## 4864 0 0 1 0 F [15,25] Single Employee
## 5390 1 0 0 0 F (25,35] Married Foreman
## 4476 0 0 0 0 F (45,55] Married Unskilled worker
## 6145 1 0 0 0 F (45,55] Married Employee
## 4030 0 0 0 1 M (45,55] Remarried Employee
## 3113 0 0 1 0 F (25,35] Divorcee Unskilled worker
## 967 0 0 0 0 F (25,35] Single Technician
## 6291 0 0 0 0 F (65,75] Married Management
## 3673 0 1 1 0 F (35,45] Single Foreman
## 3617 1 1 0 1 F (45,55] Married Employee
## 1301 0 0 0 1 M (45,55] Married Unskilled worker
## 5775 1 0 0 0 F (55,65] Married Foreman
## 1589 0 0 0 0 F (45,55] Divorcee Unskilled worker
## 885 0 0 0 0 M (25,35] Single Other
## 5431 1 1 1 0 F (45,55] Divorcee Management
## 4180 0 0 0 0 F (25,35] Single Employee
## 3231 0 0 1 0 M (55,65] Widower Foreman
## 4821 0 0 0 0 M (55,65] Divorcee Management
## 3735 1 1 0 0 F (75,85] Single Foreman
## 2456 1 1 0 0 F (45,55] Married Management
## 3541 0 0 0 0 F (55,65] Widower Unskilled worker
## 6216 1 1 1 1 M (25,35] Married Management
## 5821 1 0 0 0 F [15,25] Single Employee
## 6251 1 1 0 0 F (35,45] Divorcee Employee
## 4239 0 0 0 0 M [15,25] Single Foreman
## 2343 1 1 0 0 F (35,45] Single Employee
## 4839 0 0 0 0 M (65,75] Married Other
## 896 1 1 1 0 F (35,45] Divorcee Management
## 5334 0 0 0 0 M (35,45] Married Foreman
## 234 0 0 0 0 F (45,55] Remarried Foreman
## 4409 0 0 0 0 M (45,55] Married Manual labourer
## 3570 0 0 0 0 M (45,55] Married Foreman
## 1530 0 0 0 0 M (55,65] Married Technician
## 3290 0 0 0 0 M (55,65] Divorcee Manual labourer
## 4744 0 0 0 0 M (25,35] Married Unskilled worker
## 225 0 0 0 0 M (45,55] Married Employee
## 3295 1 1 0 0 F (45,55] Divorcee Management
## 1759 0 0 0 0 M (45,55] Single Foreman
## 847 1 1 0 0 F (25,35] Married Employee
## 1614 0 1 1 0 M (45,55] Married Manual labourer
## 6435 0 0 0 0 M (55,65] Married Manual labourer
## 4465 0 0 0 1 M (25,35] Married Manual labourer
## 6421 0 0 0 0 M (65,75] Married Manual labourer
## 1393 0 0 0 0 F (35,45] Married Management
## 3721 1 1 1 0 M (25,35] Single Manual labourer
## 4890 0 0 1 0 M (65,75] Married Manual labourer
## 5967 0 0 0 0 M (35,45] Single Unskilled worker
## 54 1 1 1 0 M (65,75] Widower Management
## 6669 0 0 0 0 F [15,25] Single Employee
## 2702 0 0 0 0 F (55,65] Married Unskilled worker
## 5318 0 0 0 0 F (25,35] Married Employee
## 5146 1 0 1 0 M (25,35] Single Other
## 68 0 1 0 0 M (55,65] Married Management
## 4348 0 0 0 0 M (45,55] Married Manual labourer
## 5553 1 1 0 0 F (55,65] Married Employee
## 4413 0 0 0 0 F (75,85] Married Management
## 1429 1 0 0 0 M (45,55] Married Foreman
## 780 0 0 1 0 F (85,100] Widower Management
## 4690 0 1 0 0 F (25,35] Married Other
## 74 0 1 0 0 F (25,35] Married Employee
## 405 0 0 0 1 M [15,25] Single Manual labourer
## 2555 1 0 0 0 M (45,55] Married Technician
## 3914 0 1 0 0 M (45,55] Single Foreman
## 3166 0 0 1 0 F (25,35] Married Employee
## 2359 0 0 0 0 F [15,25] Single Employee
## 6447 0 0 0 0 F (35,45] Single Technician
## 3671 1 1 0 0 F (35,45] Single Management
## 100 1 1 0 0 F (45,55] Married Employee
## 2633 0 0 0 0 M [15,25] Single Unskilled worker
## 6558 0 0 0 0 M (35,45] Married Management
## 4033 1 1 0 0 M (25,35] Married Management
## 1567 1 1 0 0 M (45,55] Single Technician
## 1900 0 0 0 0 F (75,85] Married Employee
## 6707 0 0 0 0 F (45,55] Widower Unskilled worker
## 2735 0 0 0 0 M (35,45] Married Technician
## 2506 1 0 0 1 M (65,75] Married Manual labourer
## 140 0 0 0 0 M (55,65] Divorcee Employee
## 859 1 0 0 0 M (35,45] Married Manual labourer
## 5752 0 0 0 0 M (75,85] Widower Unskilled worker
## 1865 1 1 0 0 F (25,35] Single Management
## 2862 0 0 0 0 M (45,55] Married Manual labourer
## 1551 0 1 0 0 F (45,55] Divorcee Employee
## 2151 0 0 0 1 M (65,75] Married Manual labourer
## 549 0 0 0 0 F (75,85] Widower Manual labourer
## 2505 0 0 0 0 M (45,55] Married Manual labourer
## 3373 1 1 1 0 M (45,55] Married Management
## 3992 0 1 0 0 F (35,45] Married Employee
## 3919 1 0 1 0 F (35,45] Widower Foreman
## 525 0 0 1 0 F (45,55] Married Unskilled worker
## 474 0 0 1 0 M (25,35] Single Manual labourer
## 6127 0 0 0 0 F (25,35] Single Foreman
## 4863 0 1 0 0 M (45,55] Married Foreman
## 3430 1 0 0 0 M (35,45] Single Unskilled worker
## 4279 1 1 1 0 F (55,65] Married Employee
## 1253 0 1 0 0 M (35,45] Remarried Manual labourer
## 1190 1 0 0 0 F (25,35] Single Employee
## 5557 1 1 1 0 F (55,65] Married Employee
## 4236 0 0 0 0 M (45,55] Married Manual labourer
## 6690 0 0 0 0 F (35,45] Divorcee Foreman
## 5763 0 0 0 1 F (45,55] Remarried Employee
## 3787 0 0 1 0 F (25,35] Single Employee
## 6299 0 0 0 0 M (55,65] Married Unskilled worker
## 3262 0 1 0 0 M (35,45] Married Management
## 5452 0 0 0 0 F (45,55] Widower Unskilled worker
## 5633 1 1 0 0 M (55,65] Married Management
## 5507 0 0 0 0 M (55,65] Remarried Employee
## 3370 0 0 0 0 M (45,55] Remarried Employee
## 1717 0 0 0 0 M (45,55] Married Management
## 819 1 0 0 0 F (25,35] Married Employee
## 5056 0 0 0 0 F (55,65] Widower Employee
## 4899 0 0 1 1 M (35,45] Single Management
## 3071 0 0 1 0 M (75,85] Widower Manual labourer
## 1821 0 0 0 0 F (65,75] Single Employee
## 6026 0 1 0 0 M (35,45] Remarried Foreman
## 2544 0 1 1 0 F (25,35] Divorcee Other
## 5148 0 0 0 0 F (45,55] Single Technician
## 193 0 0 0 0 F (65,75] Married Employee
## 2442 0 0 0 0 M (25,35] Married Unskilled worker
## 937 0 0 0 0 F (25,35] Married Employee
## 4385 1 1 0 0 M (35,45] Married Management
## 1806 1 0 0 0 F (35,45] Single Employee
## 6826 0 0 0 0 M (65,75] Married Management
## 3813 0 1 0 0 M (55,65] Married Management
## 4612 1 1 0 1 F (45,55] Married Management
## 3538 0 1 0 0 M (55,65] Married Management
## 1547 0 0 0 0 M (45,55] Married Manual labourer
## 838 0 0 0 0 F (45,55] Single Manual labourer
## 2033 0 1 0 1 M (45,55] Widower Foreman
## 6522 0 0 0 0 F (55,65] Married Employee
## 3948 1 1 1 1 M (35,45] Single Technician
## 5721 0 0 0 0 M (55,65] Married Foreman
## 4673 0 0 0 0 M (55,65] Married Manual labourer
## 1410 1 0 0 0 M (45,55] Married Manual labourer
## 1786 0 0 0 0 M (45,55] Married Manual labourer
## 229 1 1 0 0 F (25,35] Single Management
## 3041 0 1 0 0 M (55,65] Married Other
## 4972 1 0 0 1 M (35,45] Married Management
## 6764 0 0 0 0 M (35,45] Married Employee
## 3142 0 0 0 1 M (75,85] Single Management
## 2585 0 0 0 0 F (25,35] Single Manual labourer
## 1045 0 0 0 1 M (45,55] Divorcee Employee
## 1608 0 1 0 0 F (55,65] Divorcee Unskilled worker
## 2796 0 0 0 0 F (75,85] Widower Employee
## 5082 0 0 0 0 M (35,45] Married Management
## 670 1 1 1 0 F [15,25] Single Employee
## 5165 0 0 0 0 M (45,55] Married Manual labourer
## 4780 0 0 1 1 F (35,45] Divorcee Employee
## 784 0 1 1 0 M (35,45] Married Employee
## 5556 0 1 0 0 F (45,55] Widower Employee
## 1659 0 0 0 0 M (35,45] Married Unskilled worker
## 1426 1 1 0 0 F (55,65] Widower Employee
## 4298 0 1 0 1 F (45,55] Widower Employee
## 5119 1 0 0 0 M (45,55] Married Management
## 3552 0 0 0 0 M (55,65] Married Employee
## 1755 0 0 0 0 M (35,45] Married Manual labourer
## 6839 0 0 0 0 M (55,65] Married Manual labourer
## 672 1 1 0 1 F (35,45] Married Unskilled worker
## 6754 0 0 0 0 F (35,45] Divorcee Employee
## 3982 0 0 0 0 M (65,75] Married Unskilled worker
## 4475 0 0 0 0 F (75,85] Widower Employee
## 6045 0 1 1 0 F [15,25] Single Employee
## 2003 0 0 0 1 M (45,55] Married Manual labourer
## 3954 0 0 0 0 M (45,55] Divorcee Manual labourer
## 697 0 0 0 1 M (45,55] Remarried Manual labourer
## 1577 0 1 1 1 M (55,65] Divorcee Manual labourer
## 2386 0 0 0 0 M (35,45] Single Manual labourer
## 19 1 1 1 0 F (35,45] Single Employee
## 1281 0 0 0 0 F (55,65] Married Employee
## 1805 1 1 1 0 F (25,35] Single Management
## 4737 0 0 0 0 M (25,35] Single Unskilled worker
## 3510 0 1 0 0 M (75,85] Married Management
## 5892 0 0 0 0 F (45,55] Divorcee Unskilled worker
## 3281 1 1 0 0 M (35,45] Divorcee Foreman
## 2217 0 0 0 0 M [15,25] Single Unskilled worker
## 4374 0 0 0 0 M (75,85] Married Foreman
## 765 0 0 0 0 F (85,100] Widower Unskilled worker
## 5936 0 0 0 0 M (25,35] Married Technician
## 6720 0 1 0 0 F (35,45] Married Foreman
## 4518 1 0 0 0 F (25,35] Single Employee
## 4028 0 0 0 0 M (55,65] Married Technician
## 5973 1 1 0 0 F (25,35] Single Management
## 5121 0 0 0 0 F [15,25] Single Employee
## 4556 0 1 0 0 F (45,55] Married Employee
## 2747 0 0 1 0 F (35,45] Remarried Employee
## 4911 0 0 0 0 M (25,35] Married Manual labourer
## 1749 0 0 0 0 F (45,55] Married Unskilled worker
## 4138 0 1 1 0 F (55,65] Married Employee
## 1060 0 0 0 0 F [15,25] Single Employee
## 2808 0 0 0 0 M (55,65] Married Manual labourer
## 3690 0 0 1 1 M (25,35] Married Unskilled worker
## 1247 0 0 0 0 F (75,85] Widower Employee
## 2974 0 0 1 0 F (55,65] Single Employee
## 4672 0 0 0 0 F (55,65] Widower Employee
## 55 1 1 1 0 F (25,35] Single Management
## 4204 0 1 1 0 F (35,45] Married Employee
## 6298 0 0 0 0 F (35,45] Married Employee
## 1763 1 0 0 0 F (25,35] Single Employee
## 6011 0 0 0 0 M (25,35] Single Manual labourer
## 2843 0 0 0 0 M (25,35] Single Employee
## 5108 1 0 0 0 F (35,45] Married Employee
## 3719 1 1 1 0 F (35,45] Married Employee
## 6572 0 0 0 0 M (45,55] Married Technician
## 4029 1 1 0 0 F [15,25] Single Foreman
## 2904 0 0 0 0 F (45,55] Remarried Employee
## 4862 1 0 0 0 F (35,45] Married Technician
## 4294 0 0 0 0 M (45,55] Married Unskilled worker
## 4398 1 0 0 0 M (55,65] Married Management
## 3906 0 0 0 0 F (25,35] Married Employee
## 4975 1 0 1 0 F (25,35] Single Foreman
## 1408 0 0 0 0 F (35,45] Married Employee
## 702 0 0 0 0 F (45,55] Married Manual labourer
## 5842 1 0 0 0 F (45,55] Married Employee
## 4646 0 0 0 0 F (45,55] Divorcee Technician
## 1665 0 0 0 0 F (35,45] Married Manual labourer
## 2209 0 0 0 0 M (35,45] Married Management
## 687 0 0 1 0 M (65,75] Widower Employee
## 4946 0 0 0 0 F (35,45] Single Employee
## 6151 1 1 1 0 M (45,55] Divorcee Foreman
## 2488 0 1 0 0 M (65,75] Married Foreman
## 6530 0 0 0 0 F (35,45] Divorcee Employee
## 347 0 0 0 0 F (45,55] Married Manual labourer
## 2675 0 0 0 0 F (45,55] Single Employee
## 1361 0 0 0 1 F (35,45] Married Employee
## 629 0 1 0 0 F (65,75] Married Management
## 3483 0 0 0 0 M (25,35] Single Manual labourer
## 4753 0 1 0 1 F [15,25] Single Unskilled worker
## 2534 0 0 0 0 M (75,85] Widower Unskilled worker
## 4611 0 0 0 0 M (25,35] Single Management
## 5157 0 0 1 1 F (25,35] Single Management
## 5078 0 1 0 1 F (35,45] Single Employee
## 5170 1 0 1 1 M (35,45] Single Unskilled worker
## 1857 0 1 0 1 M (55,65] Married Management
## 4443 0 1 0 0 F (35,45] Divorcee Employee
## 6852 0 0 0 0 F (75,85] Widower Manual labourer
## 4133 1 1 1 0 F (25,35] Single Technician
## 5694 0 0 0 0 F (55,65] Married Employee
## 5518 0 0 0 1 F (45,55] Divorcee Manual labourer
## 1978 0 0 1 0 F (45,55] Married Employee
## 4790 1 0 0 0 F (35,45] Divorcee Employee
## 1348 1 1 1 0 F (35,45] Divorcee Foreman
## 1427 1 1 0 0 F (45,55] Widower Foreman
## 6652 0 1 0 0 M (25,35] Single Foreman
## 2043 0 0 0 0 F (55,65] Married Employee
## 6131 0 0 0 0 F (45,55] Divorcee Employee
## 3951 1 0 0 0 M (35,45] Single Employee
## 6658 1 1 1 0 F (25,35] Single Management
## 6097 1 1 0 0 F (25,35] Single Management
## 1109 0 0 0 0 M (55,65] Married Manual labourer
## 1615 0 0 0 0 M (75,85] Married Manual labourer
## 275 0 0 1 0 F (65,75] Married Management
## 5243 0 1 0 0 F (35,45] Divorcee Manual labourer
## 1843 1 0 1 0 F [15,25] Single Employee
## 2945 0 0 0 0 F (45,55] Married Employee
## 6708 0 0 0 0 M (55,65] Married Management
## 6836 0 1 0 0 F (65,75] Married Employee
## 6580 0 0 0 0 F (25,35] Married Employee
## 2154 1 1 0 0 F (55,65] Married Employee
## 2480 0 0 0 0 M (25,35] Single Unskilled worker
## 482 0 0 0 0 F (25,35] Married Management
## 18 1 1 0 0 F (25,35] Single Management
## 2937 0 0 0 0 M (75,85] Married Manual labourer
## 1882 0 0 0 0 F (65,75] Single Foreman
## 1315 0 0 0 0 F (45,55] Divorcee Employee
## 4057 0 0 1 0 M (35,45] Single Manual labourer
## 4924 1 1 0 0 F (25,35] Divorcee Management
## 1285 1 0 0 0 F (45,55] Married Employee
## 1793 1 1 0 0 F (55,65] Divorcee Technician
## 2182 0 0 0 0 F (35,45] Married Manual labourer
## 6353 1 1 1 0 M (35,45] Divorcee Foreman
## 2880 0 0 0 0 M (25,35] Single Manual labourer
## 1235 0 0 1 0 F (35,45] Single Employee
## 1510 0 0 0 0 M (35,45] Married Foreman
## 2097 0 0 0 0 F (35,45] Married Foreman
## 4122 0 0 0 0 F (35,45] Married Employee
## 984 0 1 0 0 M (45,55] Married Management
## 828 1 0 0 0 F (45,55] Widower Employee
## 2670 0 0 0 0 F (75,85] Married Employee
## 628 0 0 0 0 M (25,35] Married Management
## 6130 0 1 0 0 M (45,55] Married Management
## 1119 1 1 0 0 M (65,75] Married Management
## 5904 1 1 0 1 F (35,45] Single Foreman
## 5073 0 0 0 0 M (55,65] Married Manual labourer
## 3791 0 0 0 0 F (25,35] Single Employee
## 5756 1 0 1 0 F (35,45] Single Employee
## 2202 0 0 0 0 F (55,65] Married Employee
## 2913 0 0 0 0 M (45,55] Married Manual labourer
## 6024 0 0 0 0 F (25,35] Married Foreman
## 2438 0 0 0 0 F (25,35] Married Employee
## 5210 1 1 0 0 M (35,45] Divorcee Management
## 4259 0 1 0 0 M (65,75] Married Manual labourer
## 5001 0 0 0 0 F (25,35] Single Employee
## 6617 1 1 0 0 M (25,35] Single Employee
## 3893 0 0 0 0 F (25,35] Single Unskilled worker
## 1768 1 1 0 0 F (25,35] Married Other
## 6341 0 0 0 0 M (75,85] Married Manual labourer
## 5797 0 1 0 0 F (35,45] Married Foreman
## 6653 0 0 1 0 F (35,45] Single Employee
## 4772 0 0 0 0 M (25,35] Single Technician
## 4711 1 1 0 0 F (25,35] Single Employee
## 56 0 0 0 0 M (25,35] Single Management
## 285 1 1 0 0 F (35,45] Married Foreman
## 5999 1 0 0 0 M (45,55] Single Technician
## 6132 0 0 0 0 M (55,65] Married Manual labourer
## 1597 0 1 0 0 F (35,45] Married Employee
## 1072 0 0 0 0 M (25,35] Married Employee
## 5300 0 1 0 1 M (75,85] Widower Foreman
## 3924 0 0 0 1 F (35,45] Married Employee
## 1969 0 1 1 0 F (75,85] Divorcee Technician
## 2079 1 1 0 1 F (45,55] Married Employee
## 5601 0 0 0 0 F (25,35] Single Employee
## 2749 0 0 0 0 M (35,45] Married Manual labourer
## 832 1 0 0 0 M (45,55] Married Manual labourer
## 3509 0 1 0 0 M (25,35] Single Foreman
## 4735 1 0 0 0 F (55,65] Remarried Employee
## 2148 0 0 0 0 M (85,100] Married Unskilled worker
## 252 1 1 1 1 M (35,45] Married Management
## 1977 0 0 0 0 F (55,65] Divorcee Employee
## 6663 1 1 1 0 M (45,55] Married Foreman
## 5848 0 0 0 0 F (35,45] Married Employee
## 4585 0 0 0 0 M (45,55] Divorcee Management
## 4423 0 0 0 0 M (75,85] Married Employee
## 312 0 1 0 0 M (25,35] Single Employee
## 5075 0 0 0 0 F (65,75] Widower Unskilled worker
## 798 0 1 1 0 M (35,45] Remarried Manual labourer
## 2078 0 1 0 0 M (45,55] Married Foreman
## 3471 1 1 0 0 F (45,55] Divorcee Employee
## 787 0 0 0 0 F (35,45] Single Unskilled worker
## 4507 0 0 1 0 F (25,35] Single Employee
## 1155 0 0 0 0 M (45,55] Married Manual labourer
## 1820 0 0 0 0 F (45,55] Single Unskilled worker
## 5858 0 1 1 0 F (55,65] Married Foreman
## 6544 0 1 0 0 M (55,65] Married Management
## 1639 0 1 0 0 M (55,65] Divorcee Unskilled worker
## 2979 0 0 0 0 M (45,55] Married Foreman
## 1544 0 0 1 0 M (65,75] Widower Management
## 595 0 1 0 0 F (35,45] Divorcee Foreman
## 2722 0 0 0 0 F (65,75] Widower Foreman
## 3986 0 1 0 0 F (45,55] Married Technician
## 5090 0 0 0 0 F (45,55] Married Other
## 5255 0 1 0 0 F (65,75] Married Employee
## 1224 1 1 1 0 M (45,55] Divorcee Unskilled worker
## 3952 1 1 0 0 F (35,45] Married Employee
## 3745 1 1 1 0 M [15,25] Single Employee
## 3874 1 0 0 0 F (45,55] Married Employee
## 4403 0 0 0 0 M (45,55] Remarried Foreman
## 1834 0 1 0 0 F (25,35] Single Employee
## 3351 0 0 1 0 F (65,75] Widower Employee
## 3815 0 0 0 0 F (75,85] Widower Unskilled worker
## 3226 1 1 0 0 M (35,45] Married Management
## 4679 0 0 0 0 F [15,25] Single Management
## 5845 1 0 0 0 M (55,65] Widower Manual labourer
## 6397 1 0 1 0 F (35,45] Single Employee
## 6028 0 0 1 0 F (75,85] Widower Employee
## 2626 0 0 0 0 F (35,45] Married Other
## 607 1 1 1 0 F (55,65] Married Employee
## 614 0 0 1 0 F (65,75] Divorcee Foreman
## 3064 0 0 0 0 M (25,35] Single Manual labourer
## 1062 0 0 0 0 F (45,55] Married Employee
## 2334 0 0 0 0 F (45,55] Married Employee
## 3419 1 1 1 0 M (25,35] Married Employee
## 106 0 0 1 0 M [15,25] Single Manual labourer
## 6807 0 0 0 0 M [15,25] Single Unskilled worker
## 4900 1 1 0 0 F (55,65] Married Employee
## 5432 0 0 1 0 M [15,25] Single Employee
## 4598 0 1 1 1 F (45,55] Married Employee
## 438 0 0 0 0 F (25,35] Single Employee
## 5016 0 0 0 0 F (35,45] Single Employee
## 391 0 0 0 0 F (45,55] Married Employee
## 448 1 0 0 0 F (25,35] Married Employee
## 3012 1 1 1 1 M (35,45] Married Manual labourer
## 3609 0 0 0 0 F (35,45] Single Employee
## 2773 0 0 0 0 F (45,55] Married Manual labourer
## 1792 0 1 1 0 F (45,55] Married Technician
## 1127 0 0 0 0 M (35,45] Single Technician
## 4599 1 1 0 0 F (25,35] Married Management
## 3821 1 0 0 0 M (25,35] Single Employee
## 5230 0 0 0 0 M (45,55] Divorcee Manual labourer
## 5946 0 0 0 0 M (35,45] Married Unskilled worker
## 1023 0 0 0 0 F (65,75] Married Employee
## 716 0 0 1 0 F [15,25] Single Employee
## 1836 1 1 0 0 M (35,45] Married Technician
## 3731 0 0 0 0 M (35,45] Married Manual labourer
## 5194 0 1 0 0 F (65,75] Married Employee
## 5417 1 0 0 0 M (35,45] Single Employee
## 5383 0 1 0 0 M (75,85] Married Foreman
## 1735 0 1 0 0 M (45,55] Married Management
## 1064 0 1 0 0 F (35,45] Married Employee
## 5280 0 0 0 0 F (55,65] Married Management
## 2570 0 0 0 0 M (25,35] Single Unskilled worker
## 2828 0 0 0 0 M (45,55] Married Manual labourer
## 3607 0 0 0 0 F (75,85] Married Employee
## 5608 1 0 0 0 M [15,25] Single Technician
## 1798 0 0 0 0 F (65,75] Divorcee Employee
## 6587 0 0 0 0 M (25,35] Married Employee
## 5987 1 0 0 0 F (65,75] Widower Employee
## 2972 0 0 0 0 M (45,55] Married Unskilled worker
## 2031 0 0 0 0 F (45,55] Married Employee
## 437 0 1 1 0 M (45,55] Remarried Management
## 806 1 1 0 0 F (35,45] Single Foreman
## 6369 0 1 1 1 F (45,55] Divorcee Employee
## 5801 0 0 0 0 F (65,75] Widower Employee
## 727 0 0 0 0 F (85,100] Widower Employee
## 2258 1 0 1 1 M (45,55] Married Manual labourer
## 2525 0 0 0 0 M (25,35] Single Management
## 6598 1 1 1 0 M (35,45] Married Management
## 4929 0 0 0 0 F (45,55] Divorcee Employee
## 2157 0 0 0 0 F (25,35] Single Employee
## 2661 0 0 0 0 M (45,55] Married Manual labourer
## 3760 0 0 0 0 F (55,65] Married Employee
## 319 1 1 0 0 F (45,55] Married Employee
## 2847 1 0 0 0 M (45,55] Married Unskilled worker
## 3812 1 0 0 0 M [15,25] Single Employee
## 228 1 1 0 1 F (65,75] Widower Employee
## 1635 0 1 0 0 M (45,55] Married Technician
## 6589 1 0 1 0 F (35,45] Divorcee Employee
## 4420 0 0 0 0 F (85,100] Divorcee Unskilled worker
## 2158 0 1 1 0 F (45,55] Single Management
## 237 0 0 0 0 F [15,25] Single Employee
## 3896 0 0 1 0 F (25,35] Married Management
## 4494 0 1 0 1 M [15,25] Single Manual labourer
## 1487 0 0 0 0 F (45,55] Widower Employee
## 6893 0 0 0 0 M (25,35] Single Manual labourer
## 339 0 0 0 0 M (25,35] Married Manual labourer
## 6073 0 0 0 0 F (35,45] Divorcee Employee
## 3425 1 0 0 0 M (35,45] Single Technician
## 4219 0 1 1 0 M (35,45] Single Manual labourer
## 1609 1 1 0 0 M (35,45] Single Manual labourer
## 6838 1 1 0 0 F (45,55] Married Management
## 1058 0 1 0 0 M (65,75] Married Foreman
## 4312 1 0 0 0 M (45,55] Married Other
## 3127 0 1 0 0 M (25,35] Single Management
## 3057 1 0 0 0 F (55,65] Widower Employee
## 4652 0 1 0 0 F (25,35] Single Employee
## 94 1 1 0 0 F (45,55] Married Management
## 273 1 1 0 0 M (45,55] Single Management
## 5868 0 1 0 0 F (65,75] Married Technician
## 2496 0 1 0 0 M (45,55] Married Unskilled worker
## 3208 0 1 0 1 M (55,65] Married Technician
## 5277 0 0 0 0 F (55,65] Divorcee Employee
## 4904 0 0 0 0 F (45,55] Married Employee
## 1024 1 1 1 0 F (55,65] Married Management
## 3644 0 0 0 0 M (45,55] Divorcee Manual labourer
## 2530 0 0 0 0 M (65,75] Married Unskilled worker
## 518 1 1 0 1 F (45,55] Married Employee
## 6266 0 0 0 0 F (25,35] Married Employee
## 925 0 0 0 0 F (35,45] Single Foreman
## 362 0 0 0 0 F (35,45] Single Employee
## 4820 0 0 0 0 F (45,55] Married Employee
## 306 1 0 0 0 M (25,35] Single Management
## 3953 0 0 0 0 F (65,75] Remarried Employee
## 829 0 0 0 0 F (25,35] Married Employee
## 161 0 0 1 0 F (35,45] Single Employee
## 3694 1 1 0 0 M (35,45] Single Management
## 6571 0 0 0 0 M (35,45] Married Employee
## 4020 0 0 0 0 F [15,25] Single Employee
## 1701 0 0 0 0 F (85,100] Widower Foreman
## 279 1 1 0 0 F (25,35] Single Management
## 2134 0 0 1 0 M (25,35] Single Unskilled worker
## 3103 0 0 0 0 F (65,75] Divorcee Manual labourer
## 704 0 0 0 0 F (75,85] Widower Employee
## 6473 0 1 0 0 M (65,75] Divorcee Management
## 6310 0 1 1 0 M (45,55] Divorcee Technician
## 4563 1 1 1 0 F (45,55] Divorcee Management
## 5680 0 0 0 0 M (75,85] Widower Technician
## 1644 0 0 0 0 M (55,65] Remarried Management
## 4694 0 0 0 0 M (45,55] Divorcee Foreman
## 4175 1 0 0 0 F (25,35] Single Employee
## 2645 0 0 0 0 F (55,65] Married Employee
## 5959 0 0 0 0 M (35,45] Divorcee Manual labourer
## 6682 0 0 0 0 F (45,55] Married Employee
## 6204 0 0 0 0 F (25,35] Married Unskilled worker
## 576 0 0 0 0 F (25,35] Married Other
## 2344 0 0 0 0 F (45,55] Married Employee
## 3756 0 0 0 0 F (75,85] Married Unskilled worker
## 1208 0 0 0 0 M (25,35] Single Unskilled worker
## 382 1 0 1 0 M (25,35] Single Employee
## 5136 0 0 0 0 F (45,55] Divorcee Employee
## 5646 1 1 1 1 F (35,45] Divorcee Employee
## 1680 0 0 0 0 F (65,75] Married Other
## 976 0 0 0 0 F (65,75] Married Employee
## 4488 0 0 1 0 F (25,35] Married Management
## 959 0 0 0 0 F (35,45] Remarried Employee
## 88 1 1 0 0 M (45,55] Remarried Management
## 4852 1 0 0 0 F (65,75] Married Employee
## 5200 1 1 0 0 M (45,55] Married Management
## 4015 0 0 0 0 M (25,35] Married Manual labourer
## 2392 0 0 0 0 M (55,65] Married Manual labourer
## 4534 0 0 0 0 F (35,45] Married Employee
## 4552 0 1 0 0 M (45,55] Married Foreman
## 2346 0 0 0 0 F (55,65] Married Manual labourer
## 3072 0 0 0 0 M (25,35] Remarried Manual labourer
## 5317 0 0 0 0 F (55,65] Married Manual labourer
## 5441 1 1 1 1 M (55,65] Married Manual labourer
## 125 0 0 0 0 F (45,55] Divorcee Employee
## 1984 0 0 0 0 M (45,55] Married Employee
## 2851 0 0 0 0 M (55,65] Divorcee Manual labourer
## 4255 1 0 0 0 M (25,35] Married Technician
## 4945 0 0 0 0 F (25,35] Single Employee
## 2795 0 0 0 0 F (35,45] Widower Unskilled worker
## 2818 0 1 0 0 M (55,65] Married Unskilled worker
## 497 0 0 0 0 M (25,35] Married Employee
## 3023 0 0 0 0 M (75,85] Remarried Manual labourer
## 985 1 0 0 0 F (45,55] Married Other
## 4154 1 1 1 0 F (25,35] Single Employee
## 3916 0 0 0 0 M (45,55] Married Technician
## 5057 0 0 0 0 M (25,35] Single Unskilled worker
## 3697 0 0 0 0 F [15,25] Single Employee
## 2067 0 0 0 0 F (35,45] Married Employee
## 4956 0 0 1 0 M (35,45] Married Technician
## 5330 1 1 1 0 F (25,35] Married Management
## 5863 0 1 0 0 F (35,45] Divorcee Employee
## 6184 0 0 0 0 M (75,85] Married Unskilled worker
## 3869 1 1 0 0 F (55,65] Married Employee
## 6614 0 0 0 0 M (55,65] Married Management
## 4873 0 0 0 0 M [15,25] Single Unskilled worker
## 3390 0 0 0 0 M (35,45] Single Technician
## 2556 0 0 0 0 M (35,45] Married Foreman
## 1762 1 1 0 1 M (55,65] Married Technician
## 3728 0 0 0 0 F [15,25] Single Employee
## 66 0 1 1 1 M (65,75] Married Management
## 6901 0 0 1 0 F (65,75] Widower Unskilled worker
## 1961 0 0 0 0 F [15,25] Single Employee
## 1134 0 1 1 0 F (45,55] Married Management
## 918 0 0 0 0 M [15,25] Single Employee
## 4838 1 0 0 0 F (35,45] Married Employee
## 3569 0 0 0 0 M (65,75] Married Manual labourer
## 797 0 1 0 1 F (35,45] Married Foreman
## 1169 0 0 0 1 F (55,65] Widower Unskilled worker
## 2869 0 1 1 0 F (45,55] Married Employee
## 3961 1 1 0 0 F (45,55] Married Foreman
## 5768 1 1 0 0 M (35,45] Divorcee Unskilled worker
## 4886 0 0 0 0 M (45,55] Single Manual labourer
## 6519 0 0 0 0 F (55,65] Married Management
## 5830 0 0 0 0 F [15,25] Single Employee
## 6789 0 0 0 0 F (45,55] Married Employee
## 3126 0 0 0 0 M (55,65] Divorcee Unskilled worker
## 1753 0 0 0 0 F (45,55] Married Employee
## 5666 1 1 0 1 F (45,55] Widower Foreman
## 6747 0 0 0 0 M (65,75] Married Unskilled worker
## 4397 0 0 0 0 M (45,55] Divorcee Unskilled worker
## 6716 0 0 0 0 F (35,45] Divorcee Employee
## 1970 0 1 0 0 M (35,45] Married Management
## 6069 0 0 0 0 M (35,45] Married Manual labourer
## 1230 1 1 0 0 F (25,35] Single Employee
## 4640 1 0 1 0 F (25,35] Single Employee
## 6872 0 0 0 0 F (55,65] Single Management
## 2549 0 0 0 1 F (45,55] Married Employee
## 6868 0 0 1 0 F (35,45] Single Employee
## 4448 0 0 1 0 F (55,65] Divorcee Management
## 5400 1 1 1 0 M (45,55] Married Management
## 3031 1 1 1 0 M (55,65] Divorcee Management
## 717 1 0 0 0 F (45,55] Married Employee
## 4168 0 0 0 0 F (65,75] Married Manual labourer
## 2100 1 1 0 0 F (35,45] Married Employee
## 557 0 1 0 0 F (45,55] Married Foreman
## 2764 0 0 0 0 F (75,85] Widower Unskilled worker
## 4072 0 1 0 0 M (55,65] Remarried Management
## 4502 0 0 0 1 M (25,35] Single Employee
## 5972 0 0 1 0 F (25,35] Single Management
## 3826 1 1 0 0 M (55,65] Married Technician
## 1669 0 0 0 0 F [15,25] Single Employee
## 1657 0 0 0 0 M (25,35] Single Unskilled worker
## 3242 1 1 0 0 F (45,55] Married Employee
## 480 0 0 0 1 F (35,45] Married Management
## 4617 1 1 0 0 F (65,75] Married Employee
## 5587 0 0 0 0 M (35,45] Remarried Employee
## 3453 0 0 0 0 F [15,25] Single Employee
## 4567 0 0 1 0 F (35,45] Married Employee
## 5126 0 0 0 0 F (35,45] Divorcee Employee
## 4322 0 1 0 0 F (35,45] Married Unskilled worker
## 2249 0 0 0 0 F (65,75] Widower Unskilled worker
## 5034 0 0 1 0 F (35,45] Married Employee
## 5861 1 0 0 0 M (45,55] Married Manual labourer
## 2218 0 0 0 0 M (55,65] Married Management
## 6537 1 0 0 0 F (75,85] Widower Employee
## 3212 0 0 0 0 M (55,65] Married Management
## 2564 0 0 0 0 M (45,55] Married Manual labourer
## 4817 0 0 0 1 F [15,25] Married Employee
## 1036 0 0 0 1 M (35,45] Married Foreman
## 566 1 0 0 0 F (25,35] Single Employee
## 2839 0 0 0 0 F (65,75] Married Unskilled worker
## 5983 0 0 0 0 F (45,55] Divorcee Employee
## 2927 1 0 0 0 F (55,65] Married Employee
## 5479 0 0 0 0 F (45,55] Married Employee
## 2366 1 0 0 0 F (25,35] Single Employee
## 2943 1 0 0 0 F (45,55] Married Manual labourer
## 4032 1 1 0 0 F (35,45] Single Foreman
## 5338 0 0 0 0 F (65,75] Married Manual labourer
## 5791 0 0 0 0 M (45,55] Married Manual labourer
## 5079 0 1 1 0 F (25,35] Single Employee
## 4245 0 1 0 0 M (55,65] Married Unskilled worker
## 4038 0 1 1 0 M (35,45] Married Technician
## 4310 0 0 0 0 M (75,85] Married Manual labourer
## 3045 0 0 1 0 M (55,65] Remarried Other
## 4802 1 1 1 1 F (55,65] Widower Employee
## 1893 1 0 0 0 F (35,45] Single Employee
## 209 0 1 1 0 F (25,35] Married Management
## 5166 0 1 0 0 M (45,55] Single Technician
## 666 1 1 0 0 F (55,65] Widower Management
## 5684 1 0 0 1 F (45,55] Married Employee
## 2784 0 0 0 0 F (35,45] Remarried Employee
## 5615 1 1 0 0 M (55,65] Married Management
## 6196 1 1 1 0 F (35,45] Married Management
## 3313 1 0 0 0 F (85,100] Widower Manual labourer
## 3420 0 0 0 0 F (45,55] Divorcee Technician
## 5298 1 1 1 0 F (45,55] Married Employee
## 3668 0 1 1 0 F (35,45] Married Foreman
## 5918 0 0 0 0 F (65,75] Widower Unskilled worker
## 4843 0 0 0 0 F (25,35] Married Employee
## 1870 0 1 0 0 M (35,45] Married Management
## 881 0 0 0 0 M [15,25] Single Unskilled worker
## 3049 0 0 0 0 F (55,65] Married Unskilled worker
## 3328 1 0 0 0 F (25,35] Single Employee
## 4231 0 1 0 0 M (35,45] Married Unskilled worker
## 2561 0 0 0 0 M (55,65] Married Manual labourer
## 6055 0 0 0 0 F (65,75] Married Employee
## 354 0 0 0 0 M (35,45] Married Manual labourer
## 484 0 0 1 0 F (35,45] Married Manual labourer
## 5239 0 0 0 0 F [15,25] Single Unskilled worker
## 1848 0 0 0 0 M [15,25] Single Employee
## 2889 0 0 0 0 F (65,75] Married Manual labourer
## 4142 1 1 0 0 F (45,55] Widower Management
## 5606 1 1 0 1 M (25,35] Married Technician
## 1317 0 0 0 0 M (45,55] Married Employee
## 1613 0 0 0 0 M (45,55] Married Foreman
## 1779 1 1 0 1 M (65,75] Divorcee Unskilled worker
## 664 1 0 1 1 M (55,65] Married Foreman
## 3381 0 1 1 0 M (55,65] Married Employee
## 962 0 0 1 0 M (35,45] Married Foreman
## 1077 0 0 0 0 M (65,75] Married Manual labourer
## 5381 1 1 0 0 M (55,65] Married Management
## 176 1 1 1 0 M (25,35] Married Unskilled worker
## 3051 0 0 0 0 M (35,45] Married Manual labourer
## 3261 1 0 0 0 M (35,45] Married Manual labourer
## 2411 0 0 1 0 F [15,25] Married Employee
## 185 0 0 1 0 F (25,35] Single Manual labourer
## 6480 0 0 0 0 F (25,35] Married Employee
## 5336 0 0 0 0 F (35,45] Married Employee
## 3052 1 1 0 0 F (35,45] Married Technician
## 499 0 0 0 0 F (75,85] Widower Employee
## 6680 0 0 0 0 F (25,35] Single Employee
## 587 1 1 0 0 F (45,55] Married Management
## 4363 0 0 1 0 F (35,45] Married Management
## 4384 1 1 0 0 F (75,85] Widower Employee
## 3411 0 0 0 0 F (55,65] Married Foreman
## 2163 0 0 0 0 M (55,65] Divorcee Manual labourer
## 5674 1 0 1 1 F (55,65] Married Foreman
## 991 0 0 0 0 M (35,45] Married Employee
## 1163 0 1 0 0 F (35,45] Married Employee
## 2711 0 0 0 0 F (45,55] Single Employee
## 5649 0 0 0 0 F (45,55] Divorcee Foreman
## 3436 0 0 0 0 F (25,35] Married Employee
## 6785 0 0 0 0 M [15,25] Single Employee
## 6428 0 0 0 0 M (45,55] Married Manual labourer
## 1164 0 0 0 0 F [15,25] Single Technician
## 3158 0 1 1 1 M (65,75] Married Manual labourer
## 1605 0 0 0 0 F (45,55] Remarried Employee
## 2951 0 0 0 0 F (55,65] Widower Foreman
## 4335 0 0 0 0 F (35,45] Married Employee
## 1135 0 0 0 0 F (35,45] Single Employee
## 25 1 1 0 0 F (25,35] Single Management
## 3524 0 0 0 0 M (25,35] Married Manual labourer
## 5373 1 0 0 0 F (35,45] Married Management
## 4530 0 0 0 0 M (45,55] Single Unskilled worker
## 1111 0 1 0 0 F (45,55] Divorcee Foreman
## 4497 0 0 0 0 M (35,45] Divorcee Foreman
## 3868 0 1 1 0 F (65,75] Widower Employee
## 6113 0 0 0 0 F (55,65] Married Employee
## 4171 1 1 0 0 M (45,55] Married Management
## 3741 0 0 0 0 F (75,85] Married Employee
## 5551 0 1 0 0 M (35,45] Married Management
## 4199 0 1 0 1 M (35,45] Married Manual labourer
## 333 0 1 0 0 F (35,45] Married Employee
## 3083 1 0 1 0 M (25,35] Married Employee
## 6490 1 1 0 0 F (35,45] Divorcee Employee
## 5992 0 0 0 0 F (45,55] Widower Employee
## 1091 1 1 0 0 F (35,45] Married Employee
## 271 0 0 0 0 F (35,45] Married Employee
## 810 0 0 0 0 F (45,55] Married Unskilled worker
## 345 0 0 0 0 M (35,45] Married Manual labourer
## 3216 0 1 0 0 F (55,65] Married Manual labourer
## 3766 0 0 0 0 M (65,75] Married Manual labourer
## 5628 0 0 0 0 M (75,85] Married Management
## 3327 0 1 0 0 M (45,55] Married Management
## 3513 0 0 0 0 F [15,25] Married Employee
## 163 0 0 0 0 F (55,65] Married Employee
## 1432 0 0 0 0 F (25,35] Single Employee
## 281 1 0 0 0 F (35,45] Single Employee
## 642 1 0 0 0 M (25,35] Married Management
## 6172 0 0 0 0 F (45,55] Remarried Employee
## 6272 1 1 0 0 F (65,75] Married Management
## 3693 0 0 0 0 M (25,35] Single Unskilled worker
## 3243 0 1 1 0 M (65,75] Married Unskilled worker
## 4630 0 0 0 1 M (65,75] Married Technician
## 623 0 1 0 0 F (35,45] Single Employee
## 1341 0 0 0 0 M (45,55] Married Technician
## 1339 1 1 1 0 F [15,25] Single Foreman
## 2877 0 0 0 0 F [15,25] Single Employee
## 4169 1 1 0 0 F (35,45] Married Management
## 1430 1 1 1 0 M (25,35] Single Management
## 1840 0 0 0 0 F (25,35] Married Employee
## 2268 0 0 0 0 M [15,25] Single Manual labourer
## 5131 0 1 0 0 F (65,75] Widower Employee
## 1019 0 0 0 0 M [15,25] Single Unskilled worker
## 6443 0 0 0 0 F (55,65] Widower Employee
## 1257 0 0 1 1 F (45,55] Married Employee
## 6019 0 0 0 0 F [15,25] Single Employee
## 2517 0 0 0 0 M (55,65] Married Manual labourer
## 5913 0 0 0 0 M (35,45] Married Technician
## 5870 0 1 0 0 F (55,65] Married Employee
## 5378 1 1 1 0 F (35,45] Single Technician
## 2840 1 1 1 0 F (45,55] Married Management
## 818 0 0 0 0 M (25,35] Single Foreman
## 5985 0 0 0 0 F (65,75] Married Employee
## 2629 0 0 0 0 F (35,45] Single Employee
## 5159 1 0 1 0 F (55,65] Divorcee Employee
## 4305 0 1 0 1 F (45,55] Married Employee
## 942 0 0 0 0 F (35,45] Married Unskilled worker
## 1227 0 0 0 0 F (65,75] Married Employee
## 3266 0 0 0 0 F (75,85] Married Employee
## 283 1 1 0 0 F (35,45] Divorcee Employee
## 4281 0 0 0 0 M (35,45] Married Foreman
## 3340 1 1 1 1 M (35,45] Married Technician
## 3642 0 0 0 0 F (75,85] Married Employee
## 1387 0 0 0 0 F (25,35] Single Employee
## 744 0 0 0 0 M (45,55] Married Foreman
## 2318 0 0 0 0 M (45,55] Married Manual labourer
## 2383 0 0 0 0 F (35,45] Widower Unskilled worker
## 5715 0 0 0 0 M (45,55] Remarried Employee
## 6152 1 1 0 0 F (25,35] Single Management
## 2642 0 0 0 0 F (45,55] Divorcee Unskilled worker
## 723 0 0 0 0 M (45,55] Married Manual labourer
## 3551 0 0 0 0 M (25,35] Single Unskilled worker
## 2727 1 0 0 0 M [15,25] Single Technician
## 4738 0 0 0 0 M (45,55] Remarried Unskilled worker
## 2903 0 0 0 0 F [15,25] Single Employee
## 6175 0 0 0 0 M (75,85] Married Manual labourer
## 5272 1 1 0 0 F (35,45] Married Foreman
## 2472 0 0 0 0 F (65,75] Married Foreman
## 5581 0 1 0 1 F (45,55] Married Foreman
## 3007 0 0 1 0 M [15,25] Single Unskilled worker
## 5565 0 0 0 0 F (55,65] Divorcee Management
## 4914 0 0 0 1 M (45,55] Married Technician
## 3068 0 1 0 0 F (65,75] Widower Manual labourer
## 3895 0 0 0 0 F (45,55] Married Employee
## 5206 1 0 1 0 F (45,55] Married Foreman
## 26 1 1 0 0 M (25,35] Single Management
## 5718 0 0 0 0 F (45,55] Married Manual labourer
## 2462 0 0 0 0 M (35,45] Married Foreman
## 961 0 0 0 0 M (35,45] Married Employee
## 2891 0 1 1 0 F (35,45] Single Employee
## 3709 0 0 0 0 F (45,55] Divorcee Foreman
## 4829 1 0 0 0 M (35,45] Single Employee
## 4504 1 1 0 0 M (55,65] Married Foreman
## 6559 0 0 1 0 M (55,65] Married Foreman
## 5958 0 0 0 0 F (35,45] Married Employee
## 5013 0 0 0 1 F (65,75] Widower Employee
## 21 1 1 0 1 M (35,45] Single Management
## 1129 1 1 1 0 F (55,65] Married Employee
## 4895 1 1 1 0 F (35,45] Single Other
## 2198 0 0 0 0 F (35,45] Married Employee
## 356 0 0 0 0 F [15,25] Single Employee
## 3665 1 1 0 0 M (35,45] Married Employee
## 4314 0 0 0 0 F (35,45] Married Employee
## 6460 1 1 1 0 F (55,65] Married Foreman
## 5700 0 0 1 0 M (25,35] Married Other
## 3153 0 0 0 0 F [15,25] Married Unskilled worker
## 2108 1 1 0 0 F (45,55] Married Management
## 5517 1 1 0 0 M (45,55] Single Foreman
## 315 1 1 0 0 M [15,25] Single Management
## 6359 0 1 0 0 M (45,55] Remarried Technician
## 5419 0 1 1 0 F (25,35] Single Management
## 1378 1 0 0 1 M (35,45] Married Employee
## 3125 0 1 0 0 M (45,55] Married Unskilled worker
## 1282 0 0 0 0 M (45,55] Married Employee
## 3608 0 0 0 0 F (25,35] Married Foreman
## 3246 0 1 0 1 F (25,35] Married Foreman
## 683 0 0 0 0 M (45,55] Married Manual labourer
## 3664 1 1 1 0 F (65,75] Widower Employee
## 5772 0 0 0 1 M (25,35] Single Unskilled worker
## 5660 0 0 0 0 M (75,85] Married Management
## 2234 0 0 0 0 M (45,55] Married Management
## 4925 0 0 0 0 F (35,45] Married Employee
## 519 0 0 0 0 M (85,100] Married Management
## 5935 0 0 1 0 F (35,45] Single Employee
## 6833 0 0 0 0 M (75,85] Married Manual labourer
## 4521 1 1 1 1 F [15,25] Single Employee
## 1560 0 0 0 0 F (75,85] Married Foreman
## 2412 1 1 1 0 F (25,35] Remarried Employee
## 5389 1 1 1 0 F [15,25] Single Employee
## 3084 0 0 0 0 M (35,45] Married Employee
## 3959 0 0 0 0 M (45,55] Single Management
## 6513 0 1 1 1 F (35,45] Single Employee
## 3160 1 0 0 0 F (65,75] Married Unskilled worker
## 3540 0 0 0 0 M (45,55] Divorcee Employee
## 6829 0 0 0 0 F (55,65] Widower Foreman
## 2232 0 0 0 0 F (65,75] Widower Employee
## 3428 0 0 0 1 F (55,65] Remarried Employee
## 3094 0 0 0 0 M (25,35] Single Management
## 219 0 0 0 0 F (65,75] Widower Employee
## 3101 0 0 0 0 F (65,75] Widower Employee
## 5829 0 0 0 0 F (25,35] Single Employee
## 3021 0 0 0 0 F (65,75] Widower Employee
## 3555 0 0 0 0 F (85,100] Widower Employee
## 6742 0 0 1 0 F (25,35] Divorcee Employee
## 5201 0 0 0 0 F (45,55] Divorcee Employee
## 4238 0 0 0 0 M (65,75] Married Employee
## 4482 0 1 0 0 M (25,35] Single Manual labourer
## 2569 1 0 0 0 F (35,45] Married Other
## 1867 1 0 0 0 M (35,45] Remarried Management
## 4300 1 1 0 0 M (35,45] Divorcee Employee
## 2387 0 0 0 0 M (65,75] Married Management
## 6892 1 0 0 0 F (55,65] Married Unskilled worker
## 1514 0 1 0 0 F (75,85] Widower Employee
## 2283 0 0 0 0 M (45,55] Divorcee Technician
## 5144 0 0 0 0 F (25,35] Single Unskilled worker
## 122 0 1 0 0 M (45,55] Single Management
## 5158 0 0 0 0 F (75,85] Widower Unskilled worker
## 4761 0 0 0 0 M (25,35] Single Management
## 2500 1 0 0 0 M (25,35] Single Technician
## 1537 0 0 0 0 M (45,55] Married Technician
## 1412 0 0 0 0 F (25,35] Divorcee Employee
## 6147 1 1 1 1 F (55,65] Widower Management
## 1256 0 0 0 0 M (45,55] Married Manual labourer
## 5851 0 1 0 0 M (75,85] Married Management
## 5782 0 0 0 0 M (45,55] Divorcee Technician
## 386 0 0 0 0 M (55,65] Remarried Management
## 6481 1 0 1 0 M (25,35] Married Management
## 1108 0 0 0 0 M (75,85] Married Manual labourer
## 2573 1 0 0 0 M (35,45] Married Management
## 4119 0 1 0 0 F (35,45] Married Unskilled worker
## 4386 1 1 0 0 F (65,75] Married Employee
## 5502 1 0 0 0 F (65,75] Widower Employee
## 1968 1 1 1 0 F (25,35] Single Management
## 4251 1 0 0 0 F (45,55] Single Employee
## 6041 0 0 0 0 F (45,55] Married Manual labourer
## 1389 0 0 0 0 M (45,55] Single Management
## 4559 0 0 0 1 M (45,55] Divorcee Manual labourer
## 5730 1 1 0 0 F (35,45] Divorcee Unskilled worker
## 3920 0 0 0 0 F (35,45] Married Unskilled worker
## 2841 0 1 1 1 F (35,45] Married Management
## 307 1 0 1 0 M (65,75] Married Management
## 3464 0 0 1 0 M (75,85] Married Foreman
## 5778 0 0 0 0 F (65,75] Married Unskilled worker
## 6003 0 1 0 0 F (35,45] Single Management
## 1443 1 1 0 0 M (55,65] Married Manual labourer
## 2746 1 0 0 0 M (65,75] Married Manual labourer
## 407 0 0 0 0 M (55,65] Married Manual labourer
## 5192 1 1 0 0 F (25,35] Single Employee
## 1295 0 0 0 0 F (25,35] Married Employee
## 6436 0 0 0 0 M [15,25] Single Manual labourer
## 5908 1 1 0 0 F (25,35] Divorcee Employee
## 1668 0 1 0 1 M (25,35] Married Management
## 4841 0 0 0 0 M (25,35] Married Foreman
## 1849 0 0 0 0 F (65,75] Married Technician
## 4462 0 0 0 0 M (25,35] Single Employee
## 3276 0 0 0 0 F [15,25] Single Employee
## 4290 0 0 0 0 F [15,25] Single Employee
## 4519 0 0 0 0 M (75,85] Widower Manual labourer
## 2575 0 0 0 0 M [15,25] Single Employee
## 3542 1 0 0 0 M (35,45] Married Foreman
## 1754 0 1 0 0 M (65,75] Married Foreman
## 1863 0 0 0 1 M (65,75] Married Management
## 2112 0 0 0 0 M (25,35] Married Manual labourer
## 6662 1 0 1 0 M (35,45] Single Management
## 690 0 0 0 0 M (45,55] Married Technician
## 6843 0 0 0 0 F (75,85] Widower Employee
## 1830 0 0 0 0 M (25,35] Married Employee
## 2127 1 0 0 0 M [15,25] Single Manual labourer
## 2207 0 0 0 0 M (35,45] Widower Manual labourer
## 5663 0 0 0 0 M (65,75] Married Employee
## 1886 0 0 0 0 M (35,45] Single Management
## 6715 0 0 0 0 F (55,65] Divorcee Manual labourer
## 3537 0 0 0 0 F (45,55] Married Technician
## 5047 0 0 1 1 F (35,45] Single Employee
## 2040 0 0 0 0 M (45,55] Divorcee Manual labourer
## 6810 1 1 1 0 F (55,65] Married Management
## 3676 1 0 0 0 M (35,45] Single Management
## 311 1 0 0 0 M (25,35] Single Technician
## 3701 0 1 0 0 F (45,55] Married Management
## 310 0 0 0 0 F [15,25] Married Employee
## 3046 0 0 0 0 F (65,75] Widower Employee
## 6593 0 0 0 0 F (75,85] Married Foreman
## 4824 1 1 0 0 F (45,55] Married Foreman
## 4309 0 0 0 0 M (55,65] Married Manual labourer
## 4631 1 0 0 1 F (35,45] Divorcee Manual labourer
## 2041 1 1 1 0 F (35,45] Married Employee
## 4052 1 1 0 0 M (45,55] Married Management
## 395 0 0 0 0 M (55,65] Married Unskilled worker
## 1471 0 0 0 0 M (75,85] Married Technician
## 5179 0 1 0 1 F (45,55] Widower Unskilled worker
## 3749 1 0 0 0 F (25,35] Married Employee
## 5897 0 1 1 0 F (25,35] Single Other
## 3079 0 1 0 0 M (55,65] Married Technician
## 3263 0 0 0 0 F [15,25] Married Unskilled worker
## 574 1 0 1 0 F (25,35] Married Manual labourer
## 4896 0 0 0 0 F (35,45] Remarried Employee
## 6885 0 0 0 0 M (25,35] Married Manual labourer
## 3843 1 1 0 0 M [15,25] Single Employee
## 1566 1 1 0 0 M (25,35] Divorcee Technician
## 3804 0 1 0 0 F (45,55] Remarried Employee
## 4966 0 0 0 0 F (75,85] Married Management
## 2637 0 0 0 1 M (45,55] Married Manual labourer
## 6360 1 0 0 0 M (45,55] Married Employee
## 2467 0 0 0 0 F (45,55] Remarried Employee
## 6390 0 0 0 0 F (65,75] Widower Employee
## 3136 0 1 1 0 M (35,45] Married Employee
## 1811 0 0 0 0 F [15,25] Single Employee
## 4012 0 0 0 0 M (65,75] Widower Unskilled worker
## 856 0 1 0 1 M (45,55] Married Foreman
## 5925 1 0 0 0 F (45,55] Married Employee
## 6423 0 1 1 0 M (75,85] Married Management
## 5264 1 1 0 0 F (25,35] Single Manual labourer
## 6067 1 1 0 0 M (25,35] Single Foreman
## 1974 0 0 0 0 M (45,55] Married Manual labourer
## 3342 0 0 0 0 F (45,55] Married Unskilled worker
## 5365 0 0 0 0 F (55,65] Widower Employee
## 6458 1 0 0 0 F (55,65] Divorcee Employee
## 816 0 0 0 0 F (55,65] Married Employee
## 790 0 0 0 0 M (45,55] Married Unskilled worker
## 1578 0 0 0 0 F (35,45] Divorcee Foreman
## 5899 0 0 0 0 F (45,55] Widower Employee
## 6267 0 0 0 0 F (65,75] Married Employee
## 6902 0 0 0 0 F (65,75] Widower Unskilled worker
## 1188 0 0 0 0 F (45,55] Widower Employee
## 1371 1 1 0 0 M (55,65] Remarried Management
## 5190 0 0 0 0 F (45,55] Married Employee
## 3905 0 0 0 0 M (35,45] Single Manual labourer
## 2053 0 0 0 0 F (55,65] Married Unskilled worker
## 4344 0 1 0 0 F (55,65] Married Employee
## 4541 0 0 1 0 F (45,55] Married Manual labourer
## 804 1 1 0 0 M (55,65] Married Manual labourer
## 1636 0 1 0 0 F (45,55] Married Employee
## 1290 0 0 0 0 F (45,55] Remarried Employee
## 1494 1 1 0 0 F (65,75] Widower Employee
## 4144 1 1 1 0 F (55,65] Married Foreman
## 4337 1 0 0 0 F (25,35] Single Foreman
## 5184 0 0 0 0 F (35,45] Divorcee Other
## 1434 0 0 0 0 F (35,45] Married Employee
## 5498 1 1 1 0 F (45,55] Remarried Employee
## 1832 1 0 1 0 F [15,25] Married Employee
## 903 0 0 0 0 M (45,55] Single Technician
## 2395 0 0 0 0 M (35,45] Married Manual labourer
## 1736 0 0 0 0 M (25,35] Single Technician
## 1662 1 1 1 0 F (65,75] Single Employee
## 3397 0 0 0 0 M (25,35] Married Technician
## 2125 0 1 0 0 F (45,55] Married Employee
## 1799 0 0 0 0 M (85,100] Married Foreman
## 5548 0 0 0 0 M (35,45] Married Foreman
## 1936 0 0 0 0 F (55,65] Married Employee
## 3229 1 1 1 0 M (25,35] Single Management
## 1333 0 0 0 0 F (45,55] Divorcee Employee
## 2871 1 0 0 0 M [15,25] Single Employee
## 6008 0 1 0 0 F (35,45] Married Technician
## 6382 1 0 0 0 F (35,45] Married Foreman
## 2036 0 0 0 0 M (45,55] Divorcee Manual labourer
## 4917 0 1 0 0 F (35,45] Single Employee
## 1523 1 1 1 0 M (25,35] Single Technician
## 1185 0 0 0 0 F (35,45] Married Employee
## 6171 0 0 0 0 F (55,65] Married Employee
## 6661 0 0 0 0 F [15,25] Single Employee
## 3931 0 0 0 0 F (75,85] Widower Foreman
## 4414 0 0 0 0 M (45,55] Married Manual labourer
## 5256 0 0 0 0 F (45,55] Married Unskilled worker
## 4930 0 0 0 0 M (35,45] Single Unskilled worker
## 5058 0 0 0 0 F [15,25] Single Employee
## 6107 0 0 0 0 F (25,35] Married Employee
## 230 0 0 0 0 F (65,75] Single Foreman
## 1548 1 1 0 0 M (25,35] Single Foreman
## 1044 1 1 0 1 F (25,35] Married Management
## 522 0 0 0 0 F (65,75] Married Management
## 599 0 0 0 0 M (35,45] Married Manual labourer
## 3628 1 1 0 0 F (45,55] Married Foreman
## 527 0 0 0 0 M (55,65] Married Technician
## 486 0 1 0 0 M (45,55] Remarried Management
## 650 0 0 0 0 F (55,65] Married Manual labourer
## 3853 0 0 0 0 M (45,55] Married Manual labourer
## 1454 1 1 1 0 F (45,55] Married Employee
## 5091 0 0 0 1 F (45,55] Married Employee
## 3302 0 0 0 0 M (65,75] Married Unskilled worker
## 4872 0 0 0 0 F (65,75] Widower Management
## 877 0 0 0 0 F (55,65] Divorcee Employee
## 6060 1 1 0 0 F (35,45] Married Foreman
## 6031 0 0 1 1 F (45,55] Remarried Employee
## 1027 0 0 0 1 F (45,55] Married Employee
## 5203 1 1 1 0 F (35,45] Married Other
## 3184 0 0 0 0 F (35,45] Married Manual labourer
## 3470 0 0 0 0 F (65,75] Widower Employee
## 1012 1 1 0 0 M (55,65] Single Manual labourer
## 1358 1 0 0 0 M (45,55] Remarried Manual labourer
## 6081 0 0 0 0 M (75,85] Married Unskilled worker
## 2924 0 0 0 0 F (75,85] Married Employee
## 6817 0 0 0 0 F (55,65] Married Unskilled worker
## 6313 1 1 1 0 F (45,55] Divorcee Technician
## 5541 0 1 0 0 M (65,75] Married Management
## 5010 0 0 0 0 F (45,55] Married Employee
## 865 1 0 0 0 M (55,65] Married Manual labourer
## 1268 0 1 0 0 M (35,45] Married Manual labourer
## 5795 0 1 0 0 M (45,55] Single Employee
## 2309 0 0 0 0 M (25,35] Single Manual labourer
## 428 0 0 0 0 M (65,75] Married Employee
## 2992 1 1 0 0 M (35,45] Married Manual labourer
## 1103 0 0 0 0 F (35,45] Divorcee Employee
## 4471 0 1 0 0 M (35,45] Married Employee
## 1401 0 0 0 0 M (25,35] Married Manual labourer
## 4597 0 0 0 1 F (45,55] Married Employee
## 2341 0 0 0 0 F (65,75] Married Unskilled worker
## 745 0 0 0 1 M (65,75] Married Manual labourer
## 5537 1 1 1 0 F (35,45] Single Employee
## 1672 0 0 0 0 M (25,35] Single Unskilled worker
## 5293 0 1 0 0 M (25,35] Married Foreman
## 979 0 0 0 0 F (45,55] Married Unskilled worker
## 532 0 0 0 1 F (35,45] Married Employee
## 5395 0 0 0 0 F [15,25] Single Unskilled worker
## 6114 0 0 0 0 F (45,55] Married Employee
## 1966 0 1 0 0 F (45,55] Widower Employee
## 3332 0 0 1 0 M (55,65] Married Manual labourer
## 5321 0 0 0 0 F (25,35] Married Unskilled worker
## 3979 0 1 0 0 M (35,45] Single Unskilled worker
## 658 1 1 0 0 M (55,65] Married Employee
## 6294 0 0 0 0 M (35,45] Single Manual labourer
## 4333 0 0 0 0 F (65,75] Widower Manual labourer
## 1034 0 0 0 0 M [15,25] Single Manual labourer
## 6433 0 0 0 0 M (55,65] Remarried Manual labourer
## 4941 0 1 0 0 M (65,75] Married Management
## 1837 0 0 1 0 F (35,45] Single Employee
## 4301 0 1 0 0 F (55,65] Married Management
## 3981 0 1 0 0 F (45,55] Married Foreman
## 5229 1 1 0 0 M (35,45] Married Technician
## 1312 0 0 0 0 F (45,55] Divorcee Management
## 6450 1 1 0 0 F (35,45] Single Management
## 1197 0 0 0 0 M (45,55] Married Manual labourer
## 2460 0 0 0 0 M (65,75] Married Unskilled worker
## 6639 1 1 0 0 M (35,45] Married Other
## 4926 1 0 0 0 M (75,85] Married Management
## 4489 0 0 0 0 F (25,35] Divorcee Employee
## 4770 1 1 0 0 M (35,45] Married Technician
## 5132 1 1 0 0 M (45,55] Divorcee Management
## 6563 0 0 0 0 M (25,35] Single Management
## 3002 0 0 1 0 M (45,55] Remarried Manual labourer
## 2329 0 0 0 0 F (45,55] Divorcee Unskilled worker
## 5151 0 1 0 0 M (55,65] Married Manual labourer
## 2719 0 0 0 0 F (45,55] Married Unskilled worker
## 5647 0 0 0 0 F (45,55] Single Employee
## 2613 1 0 0 0 F (35,45] Married Employee
## 5653 1 1 0 0 F (35,45] Married Employee
## 5254 0 0 0 0 F (45,55] Married Unskilled worker
## 110 0 1 0 0 F (55,65] Married Management
## 5867 1 0 0 0 F (25,35] Single Management
## 5039 0 0 0 0 F (55,65] Widower Employee
## 4701 0 0 0 0 M (55,65] Widower Foreman
## 1397 0 0 0 0 M (45,55] Married Employee
## 5667 0 1 1 0 F (45,55] Single Management
## 3091 1 1 1 0 F (25,35] Single Other
## 6725 0 0 0 0 M (35,45] Single Unskilled worker
## 3204 0 0 0 0 F (25,35] Married Foreman
## 127 0 0 0 0 M (45,55] Single Management
## 1731 0 0 0 1 F (55,65] Widower Other
## 3077 0 0 0 0 F (35,45] Married Employee
## 3237 0 0 0 0 M (45,55] Married Employee
## 4593 1 1 1 0 F (45,55] Married Foreman
## 2756 0 0 0 0 M (35,45] Married Manual labourer
## 3678 0 0 0 0 M (35,45] Single Unskilled worker
## 4253 0 0 0 0 M (35,45] Married Manual labourer
## 3179 0 0 0 0 F [15,25] Single Employee
## 6813 1 0 0 0 M (75,85] Single Other
## 5836 0 0 0 0 M (25,35] Single Employee
## 2723 0 0 0 0 M (65,75] Widower Management
## 2144 0 0 0 0 F (65,75] Widower Employee
## 1725 0 1 0 0 M (35,45] Single Foreman
## 1505 0 1 1 0 F [15,25] Single Foreman
## 2532 1 1 0 0 M (45,55] Married Management
## 2107 0 1 0 0 F (55,65] Married Management
## 3120 0 0 0 0 F (55,65] Married Manual labourer
## 458 0 0 0 0 F (25,35] Single Unskilled worker
## 6211 0 0 0 0 F (55,65] Married Employee
## 5011 1 0 1 0 F (35,45] Married Employee
## 1637 1 1 1 0 F (45,55] Married Management
## 4209 1 1 0 0 F (25,35] Married Management
## 152 1 0 0 0 M (35,45] Single Management
## 6206 1 1 1 1 F (25,35] Single Management
## 4149 0 1 0 0 M (45,55] Divorcee Manual labourer
## 2507 0 0 0 0 F (25,35] Married Employee
## 4717 0 1 0 0 M (25,35] Married Manual labourer
## 5175 0 1 0 0 M (45,55] Married Technician
## 6898 0 0 0 0 M (35,45] Divorcee Manual labourer
## 1616 0 0 0 0 F (35,45] Married Manual labourer
## 2674 0 0 0 0 F (25,35] Married Employee
## 3398 0 1 0 0 M (35,45] Married Manual labourer
## 6112 0 0 0 0 F (45,55] Divorcee Employee
## 349 0 0 0 0 F (35,45] Married Employee
## 5077 0 0 0 1 F (65,75] Married Manual labourer
## 5245 0 0 1 0 M (25,35] Single Technician
## 5512 0 0 0 0 F (35,45] Married Employee
## 3998 1 1 1 0 M (55,65] Single Management
## 3938 0 0 0 0 F (75,85] Divorcee Management
## 876 0 0 0 0 F (25,35] Single Unskilled worker
## 836 1 1 0 0 F (45,55] Single Foreman
## 1307 0 0 0 0 F (25,35] Single Employee
## 1189 0 0 0 0 F (75,85] Widower Employee
## 5662 1 0 0 0 F (55,65] Married Employee
## 1728 0 0 0 1 M (35,45] Married Unskilled worker
## 6541 1 1 0 0 M (25,35] Single Employee
## 5930 0 0 0 0 F (85,100] Widower Foreman
## 4022 1 0 0 0 F (55,65] Single Foreman
## 6483 0 0 0 0 M [15,25] Single Unskilled worker
## 3304 1 1 0 0 F [15,25] Single Employee
## 2802 1 0 0 0 M (45,55] Divorcee Employee
## 3969 0 0 0 0 F (75,85] Married Employee
## 2793 0 0 0 0 M (55,65] Remarried Foreman
## 4424 0 0 0 0 F (65,75] Divorcee Employee
## 1366 1 1 0 0 M (35,45] Married Management
## 6758 0 0 0 0 F (65,75] Single Foreman
## 2822 0 0 1 0 M (55,65] Married Foreman
## 3784 1 1 0 0 F (45,55] Divorcee Employee
## 4126 0 0 0 0 M [15,25] Single Manual labourer
## 6393 1 1 0 0 F (65,75] Widower Foreman
## 5676 1 1 0 0 F (25,35] Married Employee
## 1661 0 1 0 0 F (55,65] Married Employee
## 695 1 0 0 0 M (45,55] Remarried Manual labourer
## 4581 0 0 0 1 F (25,35] Remarried Employee
## 3130 0 0 1 0 M (45,55] Married Unskilled worker
## 1420 0 0 0 0 M (65,75] Married Management
## 5493 1 0 0 0 M (45,55] Remarried Foreman
## 2476 0 0 0 0 M (35,45] Married Management
## 2373 0 0 1 1 F (35,45] Married Employee
## 302 0 0 0 0 F (45,55] Married Employee
## 1493 0 0 0 0 F (45,55] Remarried Employee
## 6156 0 0 1 0 F (25,35] Married Foreman
## 4232 0 0 0 0 F (55,65] Married Employee
## 2408 0 0 0 0 F (45,55] Divorcee Employee
## 2866 0 0 0 1 M (55,65] Widower Foreman
## 4017 0 0 0 0 F (65,75] Widower Employee
## 1338 0 0 0 0 F (45,55] Married Employee
## 5729 0 1 0 0 M (25,35] Married Manual labourer
## 3657 0 0 0 0 F [15,25] Single Employee
## 2998 0 0 1 0 F (25,35] Single Unskilled worker
## 5723 0 0 0 0 M (35,45] Married Manual labourer
## 1650 0 1 1 0 F (55,65] Widower Employee
## 3129 0 0 0 0 F (45,55] Married Employee
## 4812 1 1 0 0 F (35,45] Divorcee Employee
## 1217 0 0 0 1 M (55,65] Married Manual labourer
## 6478 1 0 0 0 M (55,65] Married Management
## 2379 1 1 0 0 M [15,25] Single Technician
## 982 0 0 1 0 F (35,45] Single Unskilled worker
## 6157 0 0 0 0 M (35,45] Married Foreman
## 1415 0 0 0 0 F (45,55] Married Employee
## 6273 1 0 0 0 M (25,35] Married Employee
## 2805 0 0 0 0 F (45,55] Married Employee
## 2 0 1 0 0 F (25,35] Remarried Management
## 6896 0 0 0 0 F (45,55] Remarried Employee
## 4898 0 1 1 0 F (35,45] Married Employee
## 6255 0 0 0 0 M (35,45] Married Manual labourer
## 5624 0 0 0 0 M (55,65] Married Management
## 1681 0 0 0 0 F (45,55] Widower Unskilled worker
## 3382 0 0 0 0 M (35,45] Married Manual labourer
## 3941 0 1 0 0 M (55,65] Married Manual labourer
## 3472 0 0 0 0 M (45,55] Married Technician
## 5582 0 0 0 0 M (65,75] Married Foreman
## 1440 0 1 0 0 F (45,55] Married Employee
## 4968 1 1 1 0 F (35,45] Married Management
## 2422 0 0 0 0 M (55,65] Married Unskilled worker
## 5204 0 1 0 0 F (35,45] Married Management
## 4431 0 0 0 0 F (45,55] Married Employee
## 6556 0 1 0 0 M (35,45] Married Management
## 6143 0 1 0 1 F (55,65] Married Employee
## 6612 1 0 0 0 M (55,65] Married Management
## 2961 0 1 1 0 F (45,55] Married Employee
## 422 0 0 0 1 M (35,45] Single Unskilled worker
## 6295 0 1 0 0 F (55,65] Married Manual labourer
## 5497 1 1 0 0 M (35,45] Remarried Unskilled worker
## 3744 1 1 0 0 M (45,55] Divorcee Employee
## 5979 1 1 0 0 F (45,55] Single Employee
## 3847 0 0 0 0 M (55,65] Married Unskilled worker
## 6517 0 1 0 0 M (65,75] Married Management
## 3364 1 1 1 0 F (25,35] Married Employee
## 926 0 0 0 0 M (65,75] Widower Unskilled worker
## 3502 0 0 0 0 F (45,55] Married Manual labourer
## 4795 1 1 0 0 F (45,55] Single Management
## 1314 0 0 0 0 F [15,25] Single Employee
## 3621 1 0 1 0 M (35,45] Married Management
## 6305 0 1 0 0 F (35,45] Divorcee Employee
## 1580 0 0 1 0 M (65,75] Married Unskilled worker
## 1511 1 1 0 0 M (25,35] Single Technician
## 3102 0 0 0 0 M (35,45] Divorcee Unskilled worker
## 4629 0 0 1 0 M (25,35] Married Employee
## 2294 0 0 0 0 F (65,75] Widower Employee
## 204 1 1 0 0 F (35,45] Divorcee Foreman
## 2174 0 1 0 0 M (45,55] Divorcee Management
## 2260 1 0 0 0 F (45,55] Married Unskilled worker
## 1080 0 0 0 0 M (55,65] Divorcee Manual labourer
## 6219 1 1 0 0 M [15,25] Single Employee
## 6282 1 1 1 0 F (25,35] Single Employee
## 3984 0 0 0 0 M (55,65] Married Manual labourer
## 6253 0 0 0 0 M (75,85] Married Unskilled worker
## 2032 0 0 0 0 F [15,25] Single Employee
## 1191 0 0 0 1 F (65,75] Married Employee
## 3040 1 1 0 0 F (35,45] Single Employee
## 938 0 0 0 0 M (75,85] Single Unskilled worker
## 4484 1 1 0 0 F (85,100] Widower Employee
## 3846 0 1 1 0 F (35,45] Divorcee Employee
## 538 0 0 0 0 F (85,100] Widower Manual labourer
## 4726 1 1 1 0 F (45,55] Remarried Employee
## 6595 0 1 0 1 M (55,65] Married Management
## 330 1 1 1 1 M (45,55] Single Management
## 6698 0 0 0 0 F (45,55] Single Other
## 3278 1 1 1 0 M (55,65] Married Management
## 3500 0 0 0 0 F (45,55] Widower Unskilled worker
## 1720 0 0 0 0 F (65,75] Married Employee
## 5558 0 0 0 0 F (45,55] Married Employee
## 159 0 0 0 0 F (25,35] Married Technician
## 105 1 1 0 0 F (55,65] Married Foreman
## 6501 1 0 0 0 F (35,45] Single Foreman
## 2038 0 0 0 0 F [15,25] Single Other
## 5197 1 1 0 0 F (45,55] Married Management
## 2109 0 1 0 0 M (45,55] Remarried Management
## 3341 1 1 1 0 M (35,45] Divorcee Foreman
## 4417 1 1 0 0 F (55,65] Remarried Management
## 2156 0 1 0 0 M (45,55] Married Management
## 415 0 0 0 0 M (25,35] Single Unskilled worker
## 6642 0 1 0 0 F (25,35] Single Other
## 4320 1 0 0 0 M (35,45] Married Manual labourer
## 5503 1 0 0 0 F (55,65] Divorcee Employee
## 3807 0 0 0 0 F (45,55] Remarried Employee
## 540 0 0 0 0 M (25,35] Married Manual labourer
## 3848 0 0 0 0 F (55,65] Married Other
## 2048 0 0 0 0 F (45,55] Married Unskilled worker
## 5325 1 1 0 0 F (35,45] Widower Foreman
## 6411 1 0 0 0 F (55,65] Married Manual labourer
## 5096 1 1 0 1 F (55,65] Widower Employee
## 5969 1 1 0 0 M (25,35] Married Foreman
## 5385 0 0 1 0 F (25,35] Married Management
## 3275 0 0 0 0 F (45,55] Married Employee
## 848 0 1 0 0 M (45,55] Married Other
## 2522 0 0 0 0 F (45,55] Divorcee Unskilled worker
## 5757 0 1 1 0 M (45,55] Married Foreman
## 6262 0 1 1 0 F (35,45] Married Employee
## 4008 0 0 0 1 M [15,25] Single Other
## 5578 0 0 0 0 F (35,45] Divorcee Employee
## 572 1 1 0 1 M (45,55] Married Foreman
## 5846 0 0 0 0 M (35,45] Single Unskilled worker
## 898 0 0 0 0 F (25,35] Single Employee
## 2332 0 0 0 0 M (25,35] Married Management
## 500 1 1 1 0 M (35,45] Divorcee Foreman
## 4776 0 0 0 0 F (45,55] Married Employee
## 2864 0 0 0 1 F (25,35] Single Manual labourer
## 2122 1 1 0 0 F (25,35] Married Employee
## 6 1 0 1 0 F (35,45] Single Management
## 3824 0 0 0 1 F (25,35] Single Manual labourer
## 4669 0 0 0 0 M (45,55] Single Unskilled worker
## 4996 0 0 0 0 M (75,85] Widower Management
## 615 0 0 0 0 F (35,45] Divorcee Employee
## 5681 0 0 0 0 M (45,55] Remarried Employee
## 1586 1 0 1 0 F (45,55] Married Technician
## 5349 0 0 1 0 M (45,55] Married Manual labourer
## 1850 1 1 1 0 M (25,35] Single Unskilled worker
## 46 1 0 1 0 F (35,45] Married Management
## 5939 0 0 0 0 F (75,85] Widower Manual labourer
## 3635 0 0 0 0 F (65,75] Married Manual labourer
## 1976 0 0 0 0 M (35,45] Married Manual labourer
## 4671 0 0 1 0 M (25,35] Single Employee
## 1686 0 1 0 0 M (45,55] Married Management
## 2225 0 0 0 0 M (45,55] Single Manual labourer
## 3323 1 1 1 0 F (45,55] Married Technician
## 3168 0 0 1 0 F (25,35] Married Manual labourer
## 6431 1 0 0 0 F (75,85] Divorcee Employee
## 3989 0 0 0 0 F (65,75] Widower Unskilled worker
## 6378 0 0 0 0 M (35,45] Married Technician
## 1825 0 0 0 0 F [15,25] Married Unskilled worker
## 5738 0 0 0 0 F (35,45] Married Employee
## 2263 0 0 0 0 F (25,35] Single Employee
## 5391 1 0 0 0 F (55,65] Divorcee Employee
## 5906 0 1 0 0 F (45,55] Single Management
## 4402 1 1 0 0 F (25,35] Single Other
## 2413 0 0 0 0 M (35,45] Married Manual labourer
## 4194 0 0 0 0 M (35,45] Married Employee
## 451 0 0 0 0 F (55,65] Widower Manual labourer
## 348 0 0 0 0 M (25,35] Married Manual labourer
## 6750 0 0 0 0 M (45,55] Single Manual labourer
## 4112 1 1 0 0 F [15,25] Single Foreman
## 4856 0 1 1 0 M (25,35] Married Technician
## 5773 1 1 0 0 M (75,85] Married Foreman
## 1049 0 0 0 0 F (55,65] Married Unskilled worker
## 5217 0 0 0 0 F (45,55] Married Employee
## 2949 0 0 0 0 M (25,35] Single Management
## 4010 0 0 0 1 F (45,55] Married Employee
## 6337 1 1 1 0 M (45,55] Remarried Technician
## 5 0 0 0 0 M (35,45] Married Employee
## 3053 1 0 0 0 M (45,55] Married Employee
## 294 1 1 1 1 F (35,45] Single Employee
## 5068 0 0 0 0 F (55,65] Widower Employee
## 986 0 0 0 0 F (35,45] Divorcee Management
## 2274 1 0 0 0 F (65,75] Widower Unskilled worker
## 3619 1 1 1 0 M (45,55] Married Manual labourer
## 2113 0 0 0 0 M (55,65] Married Foreman
## 6855 1 1 1 0 F (45,55] Widower Employee
## 3368 1 0 0 0 M (35,45] Married Management
## 3473 0 1 0 1 M (55,65] Married Employee
## 360 1 1 0 0 F (45,55] Single Management
## 570 0 0 0 0 F (35,45] Married Employee
## 5923 0 1 0 0 F (65,75] Widower Manual labourer
## 3785 1 1 0 0 F (55,65] Married Management
## 286 1 0 1 0 F (25,35] Single Employee
## 6495 0 0 1 0 M (75,85] Remarried Management
## 2401 0 0 0 0 M (35,45] Married Employee
## 4044 0 1 0 0 M (35,45] Single Manual labourer
## 5345 1 1 1 1 F (55,65] Married Employee
## 3349 1 1 0 0 F (25,35] Married Employee
## 5424 0 0 0 0 F (25,35] Married Employee
## 5454 1 0 1 0 M (25,35] Single Manual labourer
## 6094 0 0 0 0 M (65,75] Married Manual labourer
## 4915 0 0 0 0 M (65,75] Single Unskilled worker
## 6227 1 1 0 0 F (25,35] Married Other
## 4095 1 1 0 0 M (35,45] Married Management
## 2886 0 0 0 0 M (75,85] Married Foreman
## 507 0 0 0 0 F (25,35] Married Management
## 2962 0 1 0 0 F (55,65] Married Employee
## 107 1 1 0 0 F (35,45] Married Management
## 4619 0 0 0 0 F (45,55] Divorcee Employee
## 6037 0 0 0 0 F (55,65] Married Employee
## 4260 0 0 0 0 F (45,55] Divorcee Technician
## 6800 1 1 0 0 F (45,55] Divorcee Employee
## 4326 0 0 0 0 M (45,55] Married Foreman
## 3230 0 0 0 0 F (65,75] Widower Employee
## 4576 1 0 0 0 F (55,65] Widower Employee
## 6030 1 1 0 0 M (35,45] Married Technician
## 560 1 0 0 0 F (55,65] Widower Other
## 1277 0 0 0 0 M (45,55] Remarried Manual labourer
## 3376 0 0 0 1 F (35,45] Married Employee
## 873 0 1 0 1 M (35,45] Married Technician
## 6842 0 0 0 1 M (75,85] Married Management
## 3022 1 1 0 0 M (25,35] Single Manual labourer
## 3565 0 1 0 1 M [15,25] Single Employee
## 481 0 0 0 1 F (45,55] Divorcee Employee
## 4270 0 1 0 0 F (65,75] Widower Management
## 1675 0 0 0 0 F (35,45] Married Manual labourer
## 154 0 0 0 0 F [15,25] Single Foreman
## 6865 1 1 0 0 F (45,55] Remarried Management
## 509 0 1 1 1 M [15,25] Married Employee
## 231 1 1 0 0 F (35,45] Single Foreman
## 1967 0 0 0 0 M (35,45] Divorcee Technician
## 5489 0 0 0 0 M (55,65] Married Foreman
## 875 0 0 0 0 F (55,65] Divorcee Unskilled worker
## 6053 0 1 1 1 M (45,55] Married Foreman
## 6656 1 1 0 0 M (75,85] Married Management
## 4297 0 1 0 0 F (65,75] Married Employee
## 969 1 0 0 0 M (35,45] Married Manual labourer
## 971 1 0 0 0 F (55,65] Married Management
## 3586 0 0 0 0 M (25,35] Married Foreman
## 953 0 0 0 0 F (45,55] Married Employee
## 3018 0 0 0 0 F (35,45] Married Employee
## 1685 0 1 0 0 M (55,65] Married Management
## 6009 0 0 0 0 F (65,75] Single Employee
## 2131 1 0 0 1 F (55,65] Widower Manual labourer
## 4416 1 1 1 0 F (25,35] Single Foreman
## 227 1 1 0 0 F (55,65] Married Management
## 5000 0 0 0 0 M (65,75] Widower Foreman
## 3797 0 1 0 1 M (25,35] Married Management
## 462 0 0 0 0 F (45,55] Married Employee
## 1399 1 0 1 0 F (35,45] Married Employee
## 2860 0 0 0 0 M [15,25] Single Manual labourer
## 2599 0 0 0 0 M (25,35] Married Manual labourer
## 1176 0 1 0 0 F (25,35] Married Employee
## 5814 0 0 0 0 M [15,25] Single Manual labourer
## 2825 1 0 0 0 F (65,75] Widower Unskilled worker
## 2624 0 0 0 0 M (55,65] Widower Foreman
## 5105 1 1 0 1 M (65,75] Remarried Management
## 3019 0 0 0 0 M (35,45] Married Technician
## 326 1 1 0 0 F (65,75] Widower Foreman
## 1445 1 1 0 0 M (45,55] Married Management
## 5877 0 0 0 0 M (55,65] Divorcee Unskilled worker
## 3647 1 1 1 0 M [15,25] Single Other
## 5471 0 0 0 0 F (35,45] Married Employee
## 5303 0 1 1 1 M (35,45] Married Employee
## 1326 0 1 0 1 F (55,65] Married Employee
## 2669 1 0 0 0 F (25,35] Single Unskilled worker
## 6592 0 0 0 0 F (25,35] Married Manual labourer
## 2478 0 0 0 0 F (35,45] Married Unskilled worker
## 6453 0 0 0 0 F (85,100] Widower Manual labourer
## 1017 0 0 1 0 F (45,55] Divorcee Employee
## 4184 0 0 0 0 F (65,75] Widower Employee
## 5485 1 1 0 0 M (35,45] Single Foreman
## 3312 0 1 0 0 F (55,65] Widower Management
## 6784 0 1 0 0 F (55,65] Single Employee
## 1031 0 0 0 0 F (25,35] Married Employee
## 255 1 1 0 0 M (35,45] Married Management
## 758 1 1 1 0 F (45,55] Married Foreman
## 5288 0 0 0 0 F (25,35] Married Employee
## 860 0 0 0 0 F (55,65] Married Unskilled worker
## 1773 1 1 1 0 F (35,45] Remarried Management
## 624 1 1 1 0 M (55,65] Married Management
## 4884 1 1 1 1 M (45,55] Single Other
## 4510 0 1 0 1 F (65,75] Married Management
## 2557 0 0 0 0 M [15,25] Single Unskilled worker
## 4014 0 0 0 0 F (35,45] Married Unskilled worker
## 553 0 0 0 0 F (35,45] Single Management
## 4393 0 0 1 0 M (65,75] Widower Management
## 3121 0 0 0 0 M (45,55] Married Manual labourer
## 492 1 0 0 0 M (35,45] Married Manual labourer
## 4731 0 0 0 0 F (25,35] Married Employee
## 1623 0 0 0 0 F (35,45] Divorcee Employee
## 988 1 1 0 0 F (65,75] Married Management
## 5153 0 0 0 0 F (35,45] Married Employee
## 31 0 0 0 0 F (85,100] Widower Employee
## 6408 0 1 0 0 F (25,35] Single Employee
## 3025 0 0 0 0 M (35,45] Married Technician
## 4878 1 0 0 0 F (55,65] Widower Employee
## 2292 0 0 1 1 F (45,55] Divorcee Other
## 4382 1 1 1 0 F (35,45] Divorcee Employee
## 5053 0 0 0 0 F (45,55] Married Employee
## 2950 1 1 0 0 M (25,35] Married Technician
## 1485 0 1 0 0 F (25,35] Single Employee
## 5527 0 1 0 0 F (35,45] Married Employee
## 1678 0 0 0 0 M (65,75] Married Unskilled worker
## 2046 0 1 0 0 M (45,55] Married Manual labourer
## 610 1 1 1 0 F (45,55] Married Management
## 258 1 1 1 0 F (35,45] Single Technician
## 85 1 1 0 0 F (55,65] Married Management
## 6355 0 0 1 1 M (35,45] Single Employee
## 1918 1 0 0 0 M (25,35] Single Manual labourer
## 429 0 0 0 0 M (35,45] Married Employee
## 6454 0 1 0 0 M (35,45] Married Management
## 5248 0 0 0 0 F (55,65] Married Unskilled worker
## 713 0 0 0 0 F (45,55] Married Employee
## 6746 0 0 0 0 M (35,45] Married Manual labourer
## 6278 0 0 1 0 M (45,55] Divorcee Employee
## 2662 0 0 0 0 M (35,45] Divorcee Foreman
## 5025 0 0 0 0 M (35,45] Married Other
## 5361 0 1 0 1 M (55,65] Divorcee Management
## 3303 0 0 0 1 M (25,35] Remarried Foreman
## 6194 0 0 0 0 M (65,75] Widower Unskilled worker
## 3631 1 1 0 0 F (35,45] Married Manual labourer
## 6181 1 0 0 0 F (45,55] Divorcee Employee
## 223 0 0 0 1 F (45,55] Married Employee
## 4099 1 0 0 0 F (35,45] Divorcee Employee
## 5571 0 0 0 0 F (35,45] Widower Technician
## 3092 0 0 0 0 F (45,55] Widower Employee
## 627 1 0 1 0 F (35,45] Married Management
## 2396 1 0 1 1 F (45,55] Married Employee
## 5739 0 0 0 0 F (25,35] Single Employee
## 4306 0 0 0 1 M (45,55] Married Employee
## 5337 0 0 0 0 F [15,25] Single Employee
## 4004 0 0 0 0 M (45,55] Divorcee Employee
## 6225 0 0 0 0 F (55,65] Married Employee
## 6403 0 0 0 0 F (35,45] Divorcee Employee
## 4580 0 0 0 0 F (65,75] Divorcee Technician
## 2884 0 0 0 0 F (65,75] Married Unskilled worker
## 930 0 0 0 0 M (55,65] Married Employee
## 5099 0 0 0 0 M (35,45] Married Manual labourer
## 6564 0 1 1 1 F (45,55] Married Management
## 6479 1 0 1 0 F (75,85] Widower Employee
## 2545 0 1 0 0 F (75,85] Widower Manual labourer
## 4892 0 0 1 0 F (65,75] Divorcee Employee
## 2852 0 0 0 0 F (45,55] Divorcee Other
## 2012 0 0 0 0 M (45,55] Divorcee Manual labourer
## 3506 1 1 0 1 F (45,55] Married Employee
## 5352 1 0 0 0 F (45,55] Divorcee Employee
## 4983 0 0 0 0 M (45,55] Divorcee Foreman
## 2397 0 0 1 0 M (45,55] Married Employee
## 782 0 0 0 1 F (25,35] Married Employee
## 6506 0 0 0 0 M (55,65] Remarried Employee
## 4991 0 0 0 0 F (25,35] Married Foreman
## 1499 1 0 0 0 M (55,65] Married Foreman
## 1289 0 1 1 1 M (45,55] Married Management
## 4233 0 0 0 0 F (45,55] Married Employee
## 2481 0 0 0 0 M (45,55] Remarried Management
## 1303 0 1 0 0 M (45,55] Married Manual labourer
## 2083 1 0 0 0 F (45,55] Divorcee Technician
## 3999 1 0 0 0 F [15,25] Single Employee
## 3477 0 1 0 0 M (55,65] Divorcee Technician
## 4442 0 0 0 0 M (35,45] Single Employee
## 303 0 0 0 0 F [15,25] Single Employee
## 2513 0 0 0 0 M (75,85] Widower Manual labourer
## 1878 0 0 0 0 M (35,45] Married Employee
## 2028 0 1 0 0 M (25,35] Single Management
## 1860 0 1 0 1 F (55,65] Married Employee
## 3564 0 1 0 0 F (45,55] Married Management
## 1899 1 0 0 0 F (25,35] Single Employee
## 344 0 0 0 0 F (35,45] Single Other
## 778 0 0 0 0 F [15,25] Single Foreman
## 2276 1 0 0 0 F (45,55] Married Technician
## 2327 0 1 1 0 M (45,55] Single Management
## 524 1 1 0 0 F (75,85] Divorcee Management
## 2676 1 1 0 0 F (55,65] Married Unskilled worker
## 1964 0 0 0 0 F (55,65] Married Employee
## 2999 0 0 0 0 F [15,25] Married Employee
## 341 0 0 1 0 M (35,45] Single Foreman
## 1642 0 0 0 0 M (35,45] Married Unskilled worker
## 4084 0 0 0 0 M (65,75] Married Unskilled worker
## 3536 0 0 0 0 F (25,35] Married Employee
## 3377 0 0 1 0 F (25,35] Married Unskilled worker
## 1200 0 0 0 0 M (45,55] Married Manual labourer
## 6352 1 1 1 1 F (55,65] Divorcee Management
## 5588 0 0 0 0 M (65,75] Married Foreman
## 3239 0 0 0 0 F (35,45] Married Employee
## 3300 0 1 1 0 F (85,100] Widower Management
## 2049 0 0 0 1 M (45,55] Divorcee Manual labourer
## 4185 0 0 0 0 F (65,75] Widower Unskilled worker
## 3437 0 0 0 0 F (45,55] Married Employee
## 6503 0 1 0 0 F (35,45] Married Management
## 3363 0 0 0 0 F (45,55] Married Employee
## 1640 0 0 0 1 M (25,35] Married Foreman
## 1028 0 1 0 0 M (45,55] Married Management
## 433 0 1 0 0 M (55,65] Married Manual labourer
## 3773 0 0 0 0 M (55,65] Married Unskilled worker
## 4196 1 1 1 0 M (65,75] Married Management
## 5405 1 0 0 0 F [15,25] Single Foreman
## 4825 0 0 0 0 F (45,55] Single Employee
## 514 1 1 0 1 F (45,55] Married Employee
## 2215 0 0 0 0 M (65,75] Married Technician
## 5374 1 1 0 0 M (35,45] Single Technician
## 4816 0 0 0 1 M (45,55] Married Technician
## 1988 0 0 0 0 F (45,55] Married Employee
## 5460 1 0 0 0 F (35,45] Single Employee
## 3814 0 1 0 0 M (35,45] Married Manual labourer
## 4877 0 0 0 0 F (65,75] Married Unskilled worker
## 3017 1 0 0 0 F (45,55] Married Employee
## 1266 1 0 0 0 F (25,35] Married Employee
## 6263 0 0 1 0 F (65,75] Married Manual labourer
## 77 1 1 1 0 F (75,85] Widower Management
## 1463 1 1 1 1 F (25,35] Single Employee
## 4376 0 1 0 0 M (55,65] Married Employee
## 1883 0 0 0 0 M (25,35] Married Management
## 4603 0 0 0 0 F (45,55] Widower Employee
## 1413 0 0 0 0 M (45,55] Married Foreman
## 3897 0 0 0 0 F [15,25] Single Employee
## 5237 0 0 0 0 M (25,35] Single Technician
## 5970 0 0 0 0 F (45,55] Married Employee
## 1236 0 0 1 0 F (65,75] Widower Employee
## 3198 0 1 0 0 F (35,45] Divorcee Foreman
## 5224 0 0 0 0 F [15,25] Single Employee
## 5513 0 0 0 0 M (45,55] Married Manual labourer
## 5747 0 0 0 1 M (45,55] Married Foreman
## 4331 0 1 0 0 F (25,35] Married Management
## 1355 0 0 0 0 M (35,45] Single Management
## 1444 0 0 1 0 F (45,55] Married Employee
## 3789 0 0 0 1 F (45,55] Married Employee
## 1519 0 0 0 0 M (65,75] Divorcee Unskilled worker
## 3946 0 1 0 0 M (75,85] Married Employee
## 5961 0 0 0 0 M (45,55] Married Manual labourer
## 5559 0 0 0 0 M [15,25] Single Manual labourer
## 6169 0 0 0 0 F [15,25] Single Employee
## 1075 0 0 0 0 F (25,35] Single Employee
## 4214 1 1 1 0 F (45,55] Single Employee
## 1549 1 0 0 1 F [15,25] Single Management
## 1575 1 1 0 0 F (35,45] Single Manual labourer
## 3457 0 0 0 0 M (55,65] Married Employee
## 2973 0 0 0 0 F (45,55] Married Employee
## 5275 0 0 1 0 F (25,35] Single Employee
## 6188 0 0 0 0 M (65,75] Married Unskilled worker
## 2404 1 1 0 0 F (35,45] Married Employee
## 1001 1 0 0 0 F (55,65] Married Employee
## 2671 1 0 0 0 F (35,45] Married Management
## 5219 0 0 0 0 M (45,55] Married Manual labourer
## 5283 0 0 0 0 F (35,45] Remarried Unskilled worker
## 6884 0 1 0 0 F (65,75] Married Foreman
## 5402 0 1 0 0 M (45,55] Widower Management
## 5815 1 1 1 0 F (65,75] Single Foreman
## 3118 0 0 0 0 M (55,65] Remarried Unskilled worker
## 4164 0 0 0 0 M (35,45] Married Manual labourer
## 6744 1 0 1 0 M [15,25] Single Unskilled worker
## 1283 1 1 0 0 F (45,55] Married Manual labourer
## 511 0 1 0 0 M (45,55] Married Management
## 3249 0 0 0 0 F (35,45] Single Employee
## 3241 0 0 0 0 F (75,85] Married Employee
## 951 0 0 0 0 F (65,75] Widower Unskilled worker
## 5286 1 1 1 0 M (35,45] Married Manual labourer
## 3255 1 0 0 0 F (45,55] Married Employee
## 2696 0 0 0 0 F (75,85] Widower Employee
## 523 0 0 0 0 M (65,75] Married Manual labourer
## 4203 0 1 0 0 M (45,55] Married Manual labourer
## 375 0 1 0 0 F (25,35] Single Employee
## 6655 0 1 0 1 F (45,55] Married Management
## 2799 0 0 0 0 M (45,55] Married Management
## 4469 1 1 0 0 M [15,25] Single Unskilled worker
## 5002 0 0 0 0 M (45,55] Married Foreman
## 6406 0 0 0 0 F (55,65] Single Management
## 4240 0 0 0 0 M [15,25] Single Manual labourer
## 4117 0 0 0 0 F (25,35] Single Employee
## 471 0 0 0 0 M (65,75] Married Manual labourer
## 4358 0 0 0 0 M (55,65] Married Management
## 1170 1 1 0 0 M (55,65] Married Employee
## 6091 0 0 0 0 F (55,65] Widower Management
## 1047 1 0 0 0 M (25,35] Single Technician
## 6039 0 0 0 0 F (75,85] Married Unskilled worker
## 6853 0 0 1 0 F (35,45] Married Employee
## 554 0 0 0 0 F (25,35] Remarried Manual labourer
## 2565 0 0 0 0 F (45,55] Married Unskilled worker
## 852 0 0 1 0 M (85,100] Married Other
## 2370 0 0 0 0 M (45,55] Remarried Technician
## 5095 0 0 1 1 M (65,75] Married Foreman
## 1767 0 0 0 0 M (25,35] Married Technician
## 1995 0 1 0 1 F (35,45] Married Employee
## 1590 0 0 0 0 M (35,45] Divorcee Unskilled worker
## 3527 0 0 0 0 F (35,45] Married Other
## 3972 0 0 0 0 F (55,65] Married Other
## 3623 0 0 0 0 F (35,45] Married Employee
## 826 0 0 0 0 F (35,45] Remarried Unskilled worker
## 1251 0 0 0 0 M (45,55] Married Foreman
## 1942 0 0 0 0 F (55,65] Divorcee Manual labourer
## 5438 0 0 0 0 M (35,45] Married Manual labourer
## 2403 1 0 0 0 M (25,35] Single Employee
## 2253 0 1 0 0 M (55,65] Married Manual labourer
## 4918 1 1 1 1 F (35,45] Married Foreman
## 288 1 0 0 1 F (45,55] Remarried Employee
## 4678 0 0 0 0 M [15,25] Single Unskilled worker
## 365 1 1 0 0 F (45,55] Divorcee Foreman
## 6787 0 0 0 0 F (35,45] Married Employee
## 2553 0 0 0 0 M [15,25] Single Unskilled worker
## 1723 0 0 0 0 M (35,45] Married Management
## 5613 1 1 0 0 M (25,35] Married Management
## 6065 0 0 0 0 M (35,45] Single Manual labourer
## 2956 1 0 0 0 F (45,55] Divorcee Employee
## 916 0 0 0 0 F (45,55] Divorcee Employee
## 5012 0 0 0 0 F (55,65] Divorcee Foreman
## 3932 0 0 0 0 M (25,35] Single Employee
## 893 0 0 0 0 F (45,55] Married Employee
## 207 1 1 0 0 M (45,55] Married Unskilled worker
## 6339 0 1 0 0 M (25,35] Single Employee
## 5350 0 1 0 1 M (25,35] Married Management
## 4958 1 0 0 0 F (65,75] Widower Employee
## 4871 0 0 1 0 F (35,45] Married Employee
## 4938 0 1 0 0 M [15,25] Single Foreman
## 1279 1 1 0 1 F (25,35] Married Employee
## 5826 0 0 0 0 M (35,45] Single Employee
## 4106 0 0 0 1 F (35,45] Married Employee
## 5705 0 0 1 0 F (35,45] Married Unskilled worker
## 3845 1 1 1 0 F (45,55] Married Employee
## 5834 0 0 0 0 F (85,100] Widower Employee
## 6042 0 0 0 0 F (35,45] Married Unskilled worker
## 291 0 1 0 0 M (45,55] Married Manual labourer
## 1206 0 0 0 0 M [15,25] Single Foreman
## 1664 0 0 0 0 M (55,65] Widower Management
## 4806 1 0 1 0 F (25,35] Single Employee
## 3401 0 0 0 0 F (25,35] Single Employee
## 4984 0 1 0 0 F (55,65] Married Employee
## 4634 0 0 0 0 F (45,55] Divorcee Manual labourer
## 1994 1 1 1 0 M (45,55] Married Management
## 5835 0 0 0 0 M (45,55] Remarried Manual labourer
## 4457 0 0 0 0 M (55,65] Married Manual labourer
## 4377 0 1 0 0 M [15,25] Single Manual labourer
## 4587 0 0 1 0 F (25,35] Single Other
## 1618 0 0 0 0 M (65,75] Widower Employee
## 324 1 1 1 0 F (35,45] Married Management
## 807 1 1 1 0 F (45,55] Married Management
## 2803 0 0 0 0 M (45,55] Married Manual labourer
## 796 1 1 0 1 M (45,55] Divorcee Management
## 3687 0 1 1 0 F (75,85] Widower Unskilled worker
## 1734 1 1 1 0 M (55,65] Married Foreman
## 2600 0 0 0 0 M [15,25] Single Manual labourer
## 4658 1 0 0 0 M (55,65] Married Unskilled worker
## 4978 0 0 0 0 M (45,55] Married Manual labourer
## 696 0 0 0 0 F (25,35] Married Unskilled worker
## 296 1 0 0 0 F (35,45] Married Employee
## 5051 1 1 1 0 F (35,45] Remarried Employee
## 555 0 0 0 0 M (55,65] Married Foreman
## 57 1 0 0 0 F (25,35] Single Technician
## 669 0 1 0 0 M (25,35] Single Employee
## 2583 0 0 0 0 F (35,45] Married Employee
## 4767 0 0 0 0 F (55,65] Married Employee
## 2136 0 0 0 0 F (45,55] Divorcee Employee
## 6245 0 0 0 0 M (35,45] Single Unskilled worker
## 6890 1 1 0 0 F (65,75] Married Employee
## 757 0 0 0 0 F (25,35] Married Employee
## 6189 0 0 0 0 F (65,75] Widower Unskilled worker
## 6654 1 1 0 0 M (45,55] Married Management
## 3467 0 0 0 0 F (55,65] Divorcee Employee
## 4338 1 1 1 0 M (25,35] Single Employee
## 6670 0 1 0 0 F (35,45] Married Management
## 177 0 0 0 0 F (25,35] Married Employee
## 5145 0 0 0 1 F (45,55] Widower Manual labourer
## 1026 0 0 0 0 F (35,45] Married Employee
## 6732 1 1 0 1 F (45,55] Married Unskilled worker
## 536 0 0 0 0 F (45,55] Divorcee Employee
## 5878 0 0 0 0 F (65,75] Widower Employee
## 2445 1 0 0 0 M [15,25] Single Employee
## 10 1 1 0 0 F (35,45] Married Employee
## 6357 1 1 0 1 M [15,25] Single Employee
## 263 1 1 0 0 F (45,55] Married Management
## 6731 0 0 1 0 F (25,35] Married Employee
## 3517 0 0 0 0 F (45,55] Divorcee Employee
## 1853 0 1 1 0 F (45,55] Married Foreman
## 3124 0 0 0 0 M [15,25] Single Unskilled worker
## 5882 0 0 0 0 F (75,85] Widower Unskilled worker
## 167 1 0 0 0 F (45,55] Divorcee Foreman
## 4490 0 1 0 0 M (25,35] Married Management
## 5550 0 0 0 0 M (25,35] Single Employee
## 470 0 1 0 0 F (65,75] Single Employee
## 6381 0 0 0 0 M (45,55] Married Employee
## 6321 0 0 0 0 M (35,45] Married Employee
## 2313 0 0 0 0 M (45,55] Married Manual labourer
## 2335 0 0 0 0 M (65,75] Remarried Employee
## 443 0 1 0 0 F (65,75] Married Employee
## 3884 0 0 0 0 F (25,35] Married Manual labourer
## 3220 1 0 0 0 F (45,55] Married Unskilled worker
## 3107 0 0 0 1 F (35,45] Widower Employee
## 1205 0 1 1 0 F (35,45] Married Employee
## 304 0 0 0 0 F (85,100] Widower Employee
## 4988 1 1 0 0 M (25,35] Single Management
## 4128 1 1 1 0 M (45,55] Remarried Technician
## 2140 0 0 0 0 F (45,55] Widower Manual labourer
## 250 1 1 1 0 F (35,45] Married Foreman
## 257 1 1 1 0 M (65,75] Married Technician
## 2980 0 0 0 0 M (45,55] Married Manual labourer
## 722 0 0 0 0 M [15,25] Single Manual labourer
## 1789 1 1 0 0 F (45,55] Widower Employee
## 4213 0 0 1 1 F (55,65] Widower Foreman
## 897 0 0 0 0 F (55,65] Married Other
## 910 0 0 0 0 M (35,45] Married Manual labourer
## 6846 0 0 0 0 M (65,75] Remarried Management
## 3042 0 0 0 0 F (45,55] Married Employee
## 3977 0 0 0 0 F (25,35] Married Employee
## 6633 0 0 0 0 M (45,55] Single Manual labourer
## 117 0 1 1 0 F (55,65] Married Management
## 6445 0 0 0 1 F (65,75] Married Employee
## 404 0 0 0 0 M (25,35] Single Employee
## 1543 0 1 0 1 F (45,55] Married Employee
## 6170 0 0 0 0 M (55,65] Married Foreman
## 4897 1 1 0 0 M (45,55] Married Technician
## 6848 0 0 0 0 M (55,65] Divorcee Management
## 5470 0 0 0 0 F (65,75] Married Manual labourer
## 6883 1 1 1 0 F (65,75] Widower Employee
## 2512 0 1 0 1 M (35,45] Married Foreman
## 3574 0 1 0 0 M (35,45] Single Manual labourer
## 3615 1 0 0 0 M (45,55] Married Unskilled worker
## 4722 0 0 0 0 M (25,35] Single Manual labourer
## 4483 0 0 0 1 M (55,65] Married Employee
## 6274 0 0 0 0 F (65,75] Married Employee
## 2714 0 0 0 0 F (35,45] Married Unskilled worker
## 6699 0 1 1 0 M (35,45] Married Technician
## 779 1 0 1 1 M (35,45] Divorcee Employee
## 5610 1 0 0 0 F (45,55] Divorcee Employee
## 5309 0 1 0 1 F (25,35] Married Employee
## 4736 0 0 0 0 F (35,45] Single Employee
## 5186 0 0 1 0 F (35,45] Divorcee Employee
## 3746 1 1 1 0 M (25,35] Single Employee
## 3135 0 0 0 0 F (55,65] Widower Employee
## 2516 0 0 0 0 M (45,55] Married Foreman
## 835 0 1 1 0 F (25,35] Single Management
## 5689 1 1 0 1 F (35,45] Married Manual labourer
## 5331 1 1 1 0 M (55,65] Divorcee Management
## 4922 0 0 0 0 M (45,55] Married Technician
## 3375 0 1 0 0 F (55,65] Single Foreman
## 3365 1 1 0 0 F (65,75] Widower Employee
## 6808 0 0 0 0 M (55,65] Married Manual labourer
## 5496 0 1 0 1 M (35,45] Married Manual labourer
## 4228 0 0 0 0 F (35,45] Single Employee
## 3805 0 0 0 0 F (75,85] Widower Employee
## 5420 0 0 0 0 F (25,35] Single Manual labourer
## 377 1 1 0 0 F (55,65] Married Technician
## 3974 0 1 0 0 M (55,65] Married Foreman
## 3862 0 0 0 1 F (55,65] Married Employee
## 5003 0 0 0 0 M (65,75] Widower Manual labourer
## 4061 0 1 0 0 F (65,75] Married Unskilled worker
## 5081 1 1 1 0 F (25,35] Single Employee
## 5490 1 0 0 0 F (55,65] Widower Manual labourer
## 2562 0 0 0 0 F (45,55] Widower Manual labourer
## 3265 1 1 0 0 M (45,55] Married Management
## 2959 1 0 0 0 M (25,35] Married Employee
## 1617 0 0 0 0 M (45,55] Married Technician
## 1999 0 0 0 0 M (25,35] Married Other
## 3450 0 0 0 0 F (25,35] Single Employee
## 4166 1 0 0 0 F (35,45] Remarried Employee
## 2350 0 1 0 0 M [15,25] Married Employee
## 4500 1 0 0 0 F (45,55] Married Management
## 3925 1 0 0 0 F (55,65] Married Employee
## 2540 1 0 0 0 F (35,45] Married Manual labourer
## 4792 1 1 1 0 M [15,25] Single Employee
## 436 0 1 0 0 F (45,55] Married Manual labourer
## 4319 0 0 0 0 M [15,25] Single Manual labourer
## 3548 0 0 0 0 F (35,45] Single Employee
## 4728 0 0 0 0 M (25,35] Single Manual labourer
## 4606 0 0 0 0 M (55,65] Widower Foreman
## 6456 0 0 0 0 M (65,75] Married Employee
## 4340 0 0 0 0 F (55,65] Married Unskilled worker
## 413 0 0 0 1 M (75,85] Widower Foreman
## 4818 0 1 0 0 F (25,35] Single Employee
## 2554 0 1 1 0 M (25,35] Single Technician
## 994 0 0 0 0 F (45,55] Widower Manual labourer
## 2240 1 1 0 0 F (25,35] Single Foreman
## 1996 0 0 0 0 F (45,55] Married Employee
## 4976 1 1 1 0 F (25,35] Single Technician
## 4554 0 0 0 0 M (55,65] Divorcee Employee
## 1375 1 0 0 0 F [15,25] Single Employee
## 6058 0 0 0 0 F (45,55] Married Employee
## 165 0 0 0 0 F (45,55] Married Employee
## 1287 0 1 1 1 M (45,55] Married Technician
## 2184 0 0 0 0 M (35,45] Single Manual labourer
## 6542 0 0 0 0 M (45,55] Divorcee Manual labourer
## 2389 0 0 0 0 M (45,55] Married Manual labourer
## 4479 0 1 0 0 F (25,35] Married Foreman
## 674 0 1 1 0 M (35,45] Single Manual labourer
## 5819 1 0 1 1 M (25,35] Married Foreman
## 529 1 1 1 1 F (45,55] Divorcee Employee
## 1479 0 1 0 0 F (25,35] Single Employee
## 3361 1 1 0 0 F (25,35] Single Employee
## 1698 0 0 0 0 F (25,35] Married Foreman
## 6234 1 1 1 0 F [15,25] Single Employee
## 1855 1 1 0 0 M (45,55] Married Management
## 1488 0 1 0 0 F (35,45] Divorcee Employee
## 2169 0 0 0 0 M (65,75] Married Manual labourer
## 4155 1 1 1 0 F [15,25] Single Foreman
## 5456 0 0 0 0 M (55,65] Married Manual labourer
## 5713 0 0 1 0 F (45,55] Married Employee
## 3432 1 0 0 0 F (55,65] Divorcee Employee
## 2474 0 0 0 0 F (35,45] Divorcee Employee
## 2618 0 0 0 0 F (45,55] Widower Unskilled worker
## 5176 0 1 1 1 F (45,55] Married Employee
## 444 0 0 0 0 M (45,55] Single Unskilled worker
## 369 0 0 0 0 F (45,55] Single Employee
## 972 0 0 1 0 M (45,55] Divorcee Management
## 1557 0 0 0 0 M (45,55] Married Manual labourer
## 2509 0 0 0 1 F (65,75] Widower Manual labourer
## 2981 0 0 0 0 M (45,55] Married Unskilled worker
## 4702 0 0 0 0 F (45,55] Married Manual labourer
## 1570 1 1 1 1 F (45,55] Married Foreman
## 2728 0 0 0 0 F (65,75] Married Unskilled worker
## 2604 0 0 0 0 M (45,55] Widower Employee
## 1369 0 0 0 0 M (45,55] Married Foreman
## 4909 0 0 0 0 F (75,85] Widower Manual labourer
## 4906 0 0 0 0 M (65,75] Married Unskilled worker
## 6634 1 0 0 0 F (75,85] Remarried Manual labourer
## 5162 0 0 0 1 F (55,65] Married Management
## 895 0 0 0 0 F (45,55] Married Foreman
## 4964 1 0 0 0 F (25,35] Single Employee
## 1958 1 1 0 0 M (65,75] Remarried Management
## 321 0 0 0 0 M (75,85] Widower Other
## 5740 0 0 0 0 F [15,25] Single Employee
## 4550 0 0 0 0 F (35,45] Divorcee Manual labourer
## 5534 0 0 0 0 F (35,45] Married Employee
## 2668 1 0 0 0 F (25,35] Married Employee
## 3339 0 0 1 0 F (55,65] Divorcee Employee
## 4159 0 1 0 0 M (35,45] Married Management
## 1447 0 0 0 1 M (25,35] Single Manual labourer
## 2842 0 0 0 0 M (25,35] Single Technician
## 4059 1 0 0 0 M (25,35] Married Employee
## 4063 0 0 0 0 F (65,75] Married Unskilled worker
## 1465 0 0 1 0 M [15,25] Single Employee
## 2882 0 0 0 0 F [15,25] Single Unskilled worker
## 776 0 0 0 0 M (35,45] Married Employee
## 3251 1 1 1 0 F [15,25] Single Employee
## 4330 0 0 0 0 M (55,65] Married Manual labourer
## 3174 0 1 0 0 M (35,45] Married Manual labourer
## 1114 1 1 0 0 F (45,55] Divorcee Employee
## 3547 0 0 0 0 M (55,65] Married Unskilled worker
## 2664 0 1 0 0 F (65,75] Divorcee Manual labourer
## 3140 0 0 0 0 F (65,75] Widower Manual labourer
## 1411 1 1 0 0 M (25,35] Married Manual labourer
## 6496 0 1 1 0 F (65,75] Married Management
## 3441 1 0 1 1 M (45,55] Married Management
## 1039 0 0 0 1 F (55,65] Married Employee
## 6507 0 0 1 0 F (35,45] Divorcee Employee
## 4323 0 0 0 0 M (35,45] Single Technician
## 3771 0 0 0 0 M (35,45] Married Manual labourer
## 4027 0 0 0 0 M [15,25] Single Employee
## 3433 0 0 0 0 F (25,35] Single Unskilled worker
## 6603 0 0 0 0 F (75,85] Widower Employee
## 6673 0 0 1 0 F (25,35] Single Employee
## 240 1 1 0 0 F (65,75] Widower Employee
## 2593 0 0 0 0 F (65,75] Widower Unskilled worker
## 539 0 0 0 0 F (75,85] Married Employee
## 3384 0 0 0 0 M (25,35] Single Unskilled worker
## 3765 0 0 0 1 F [15,25] Single Employee
## 6778 0 1 0 0 F (65,75] Married Employee
## 583 1 1 0 1 F (45,55] Married Management
## 2628 0 0 0 0 F (55,65] Widower Employee
## 3029 0 0 0 0 M [15,25] Single Unskilled worker
## 2991 0 0 0 0 F (45,55] Divorcee Employee
## 6869 1 1 0 0 F (45,55] Remarried Employee
## 6468 0 0 0 1 M (45,55] Married Technician
## 3444 0 0 0 0 F (35,45] Single Employee
## 47 1 1 1 0 F [15,25] Single Management
## 4134 1 1 0 0 M (25,35] Married Management
## 6021 0 0 0 0 F (45,55] Divorcee Management
## 1619 1 0 1 0 F (35,45] Single Management
## 4635 0 0 0 0 F (25,35] Divorcee Employee
## 1930 0 1 0 0 F (25,35] Married Employee
## 6528 0 0 0 0 F (35,45] Single Unskilled worker
## 6837 0 1 0 0 F (45,55] Married Employee
## 990 0 0 0 0 F (65,75] Married Manual labourer
## 4582 0 0 0 0 F (65,75] Married Unskilled worker
## 2257 0 0 0 0 F (75,85] Widower Unskilled worker
## 3875 0 0 0 0 F (55,65] Single Manual labourer
## 4450 0 0 0 0 M (45,55] Married Manual labourer
## 3448 1 0 0 0 F (45,55] Married Foreman
## 1621 0 0 0 0 M [15,25] Single Unskilled worker
## 4623 1 1 0 1 M (25,35] Married Manual labourer
## 6209 0 1 0 1 F (45,55] Divorcee Foreman
## 3894 0 0 0 0 F (25,35] Married Employee
## 907 0 0 0 0 M (45,55] Married Unskilled worker
## 3649 1 0 0 0 F (35,45] Married Employee
## 244 0 0 0 0 F (75,85] Married Other
## 1601 1 1 0 0 F (35,45] Married Employee
## 4380 1 0 1 0 F (35,45] Married Employee
## 2305 0 0 1 0 M (35,45] Married Employee
## 4036 0 0 0 0 F (85,100] Widower Employee
## 5341 0 0 1 0 M (25,35] Single Manual labourer
## 6022 0 0 0 0 F (35,45] Married Employee
## 461 0 0 0 0 M (35,45] Married Management
## 6279 0 1 0 0 M (45,55] Married Management
## 4011 0 0 0 0 M (55,65] Married Technician
## 1352 1 0 0 0 M (35,45] Remarried Foreman
## 86 1 1 1 0 M (55,65] Married Management
## 5462 0 0 0 0 F (55,65] Widower Unskilled worker
## 1780 0 0 0 0 F (35,45] Remarried Management
## 4602 0 0 0 0 M (35,45] Married Manual labourer
## 4283 1 1 1 0 M (45,55] Married Foreman
## 3067 0 0 0 0 F (35,45] Remarried Employee
## 2800 0 1 0 0 M [15,25] Married Technician
## 3383 0 0 0 0 F [15,25] Single Foreman
## 3820 0 1 0 1 M (65,75] Married Technician
## 20 1 1 0 1 F (45,55] Married Management
## 1063 1 0 0 0 F (55,65] Married Foreman
## 3387 1 0 0 0 M (45,55] Single Employee
## 4463 0 1 0 0 M (55,65] Married Foreman
## 3006 0 1 0 0 M (25,35] Married Unskilled worker
## 2441 0 0 0 0 F (35,45] Single Unskilled worker
## 1742 0 0 0 0 F (35,45] Divorcee Employee
## 3128 0 0 0 0 F (25,35] Married Unskilled worker
## 2226 0 0 0 0 F (45,55] Widower Manual labourer
## 3187 0 0 0 0 F [15,25] Single Employee
## 4805 0 0 1 0 M (65,75] Married Employee
## 6493 0 0 0 0 M (75,85] Married Management
## 5964 0 0 0 0 F (45,55] Married Technician
## 3707 1 1 1 0 M (35,45] Single Employee
## 367 0 0 0 0 M (65,75] Married Technician
## 3747 0 1 0 0 F (55,65] Divorcee Employee
## 927 1 0 1 0 M (25,35] Single Unskilled worker
## 3737 1 1 1 0 F (65,75] Married Management
## 5177 0 1 0 0 M (65,75] Married Management
## 5957 0 0 0 0 F (25,35] Married Foreman
## 3852 0 1 0 0 M (35,45] Married Manual labourer
## 4953 1 0 0 1 M (55,65] Married Manual labourer
## 4263 0 0 0 0 M (55,65] Married Management
## 4070 0 0 0 0 M (35,45] Married Management
## 4477 1 0 0 0 M (25,35] Married Management
## 651 0 0 0 0 M (25,35] Married Unskilled worker
## 3530 0 0 0 0 F (65,75] Married Unskilled worker
## 6259 1 0 0 0 F (45,55] Married Foreman
## 292 0 1 0 1 M (75,85] Married Management
## 4351 0 0 0 0 M (45,55] Single Manual labourer
## 4515 0 0 0 0 M (65,75] Married Foreman
## 5168 0 0 0 0 F (55,65] Married Manual labourer
## 2345 0 0 0 0 F (75,85] Widower Manual labourer
## 830 0 0 0 0 M (65,75] Married Manual labourer
## 3209 0 0 0 0 M (65,75] Married Management
## 5844 1 1 0 0 M (55,65] Single Other
## 1005 0 1 1 0 M (45,55] Married Management
## 3803 1 1 1 0 F (35,45] Single Employee
## 1828 1 1 1 0 F (65,75] Married Management
## 2475 1 0 0 0 M (45,55] Married Employee
## 5903 0 1 0 0 M (45,55] Married Foreman
## 1553 1 1 0 0 M (45,55] Divorcee Management
## 5995 0 0 0 0 F (75,85] Widower Foreman
## 1700 0 1 0 0 M (25,35] Single Manual labourer
## 4425 0 0 0 0 F (45,55] Divorcee Employee
## 6695 0 0 0 0 F (55,65] Married Technician
## 5233 0 0 0 0 F (25,35] Married Employee
## 1363 0 0 0 0 F (45,55] Married Employee
## 1396 0 0 0 0 F (45,55] Married Employee
## 1083 0 0 0 1 M (25,35] Married Employee
## 6692 1 0 0 0 M (25,35] Single Other
## 2917 0 0 0 0 F (65,75] Widower Employee
## 2708 0 1 0 1 M (35,45] Remarried Foreman
## 6514 0 0 0 0 F (35,45] Divorcee Employee
## 4798 0 1 1 1 M (35,45] Married Manual labourer
## 6269 0 1 0 0 M (45,55] Married Management
## 6351 1 1 1 0 M (25,35] Single Management
## 2705 0 0 1 0 M (25,35] Single Management
## 3163 1 1 0 0 F (45,55] Married Foreman
## 5963 0 0 1 0 F (55,65] Divorcee Employee
## 6056 0 0 0 0 F (35,45] Married Employee
## 5097 0 1 1 0 F (55,65] Married Foreman
## 5701 1 0 1 0 M (55,65] Widower Employee
## 799 0 0 0 0 M (45,55] Remarried Foreman
## 6712 0 0 0 0 M [15,25] Single Unskilled worker
## 2461 0 0 0 0 F (45,55] Married Foreman
## 3829 0 1 0 0 M (25,35] Single Manual labourer
## 1179 0 0 0 0 F (25,35] Remarried Employee
## 660 0 0 0 0 F (35,45] Married Employee
## 5180 0 0 0 0 F (45,55] Married Unskilled worker
## 5953 0 1 0 0 M (25,35] Single Technician
## 1528 0 0 0 0 M (65,75] Married Manual labourer
## 569 0 0 0 1 F (45,55] Married Employee
## 498 1 1 0 0 F (45,55] Single Employee
## 3439 1 1 0 0 F (25,35] Single Manual labourer
## 562 0 0 0 0 F [15,25] Single Employee
## 977 0 0 0 0 M (25,35] Single Unskilled worker
## 1634 0 0 0 0 F (65,75] Widower Employee
## 49 1 1 0 0 F (35,45] Single Employee
## 800 0 1 0 1 M (55,65] Married Management
## 2082 1 1 0 0 F (45,55] Divorcee Unskilled worker
## 6585 1 1 0 0 F (35,45] Divorcee Employee
## 5101 1 1 0 0 F (65,75] Single Foreman
## 89 1 1 0 0 F (25,35] Married Employee
## 2594 0 1 0 1 M (55,65] Married Management
## 3465 0 0 0 0 F (35,45] Married Employee
## 3571 1 1 0 0 M (35,45] Married Foreman
## 5594 1 1 0 0 M (45,55] Married Management
## 2356 0 1 1 0 F (25,35] Married Foreman
## 3494 0 1 0 0 F (25,35] Divorcee Unskilled worker
## 3424 0 0 0 0 M (25,35] Single Foreman
## 4274 1 1 1 1 F (55,65] Divorcee Employee
## 1102 0 0 0 0 F [15,25] Single Manual labourer
## 3325 1 1 1 0 F (25,35] Married Manual labourer
## 6792 0 0 0 0 F (65,75] Married Employee
## 6822 0 0 0 0 F (65,75] Widower Management
## 2820 0 0 0 1 F (35,45] Single Employee
## 845 0 0 0 0 M (55,65] Widower Manual labourer
## 4079 0 1 0 0 F (35,45] Married Management
## 4787 0 0 0 0 F (25,35] Single Manual labourer
## 4426 0 1 0 0 F (35,45] Married Employee
## 3100 0 1 0 0 F (55,65] Married Employee
## 5898 1 1 0 0 F (45,55] Married Employee
## 795 0 0 0 0 F (55,65] Married Unskilled worker
## 5813 1 1 0 0 F (75,85] Widower Unskilled worker
## 6668 0 0 0 0 F (85,100] Widower Other
## 1748 0 0 0 1 M (35,45] Married Management
## 5322 1 1 0 0 F (25,35] Single Employee
## 3596 0 0 0 1 M (55,65] Married Manual labourer
## 5943 0 0 0 0 M (35,45] Single Management
## 199 0 0 0 0 M (25,35] Remarried Employee
## 705 0 0 0 0 M (55,65] Married Unskilled worker
## 2975 1 0 1 0 M (65,75] Married Other
## 2047 0 0 0 0 M (65,75] Married Manual labourer
## 2293 0 1 1 1 F (45,55] Married Foreman
## 6285 1 1 0 0 F (65,75] Widower Unskilled worker
## 267 0 0 0 0 M (25,35] Single Foreman
## 634 0 0 0 0 F [15,25] Single Employee
## 6474 1 1 0 0 M [15,25] Single Technician
## 2070 0 0 0 0 F (35,45] Married Employee
## 494 0 0 0 0 F (45,55] Widower Management
## 3253 0 0 0 0 F (45,55] Single Employee
## 5794 1 0 0 0 M (25,35] Single Management
## 221 0 0 0 0 F [15,25] Single Unskilled worker
## 48 1 0 0 0 M (55,65] Divorcee Management
## 4211 0 1 0 0 F (45,55] Married Foreman
## 6013 0 0 0 0 F (55,65] Married Unskilled worker
## 2498 1 1 0 0 F (25,35] Single Foreman
## 5198 0 1 0 0 M (25,35] Married Management
## 4373 1 1 0 0 F (35,45] Married Management
## 3722 1 0 0 0 F (35,45] Single Employee
## 2407 0 0 0 0 F (25,35] Single Unskilled worker
## 4366 0 0 0 0 F (75,85] Widower Employee
## 3918 0 0 0 0 F (45,55] Married Employee
## 4116 0 1 0 0 M (25,35] Single Manual labourer
## 3221 0 0 0 0 M (55,65] Married Manual labourer
## 6819 1 0 1 1 F (25,35] Married Other
## 1473 0 0 0 0 F (45,55] Divorcee Employee
## 5616 1 1 1 0 F (25,35] Single Other
## 5052 1 0 1 1 M (65,75] Married Management
## 4512 1 1 0 0 M (45,55] Married Manual labourer
## 4222 0 0 0 0 F (65,75] Married Employee
## 4124 0 0 0 0 M (55,65] Married Manual labourer
## 4614 0 0 0 0 F [15,25] Single Employee
## 2985 1 1 0 0 M (65,75] Married Management
## 27 1 1 1 0 M (35,45] Married Management
## 2551 0 0 0 0 F (45,55] Widower Unskilled worker
## 980 1 0 0 1 F (45,55] Married Employee
## 168 0 1 1 0 M (35,45] Married Management
## 3088 1 1 0 0 F [15,25] Single Employee
## 2650 1 0 0 0 F (65,75] Married Employee
## 2340 0 0 0 0 F (55,65] Married Employee
## 172 1 0 1 0 M (55,65] Married Management
## 1975 0 0 0 0 M (25,35] Divorcee Technician
## 4980 0 0 0 0 M (75,85] Married Foreman
## 2347 0 0 0 0 F (35,45] Married Employee
## 6525 0 0 0 0 F (25,35] Married Employee
## 1252 0 1 0 1 F (65,75] Married Unskilled worker
## 1406 0 0 0 0 F (55,65] Remarried Employee
## 1172 0 0 0 0 F (45,55] Remarried Employee
## 3463 1 0 0 0 F (45,55] Married Employee
## 2454 0 0 0 0 F (35,45] Married Employee
## 2288 0 0 0 1 M (45,55] Married Technician
## 6214 0 0 0 0 F (45,55] Married Foreman
## 2870 0 1 1 1 F (45,55] Married Foreman
## 3964 1 0 0 0 M (25,35] Single Employee
## 5533 0 0 0 0 F (65,75] Widower Manual labourer
## 1013 0 0 1 0 M (65,75] Married Foreman
## 5127 1 1 0 1 F (45,55] Widower Employee
## 3738 1 1 1 0 F (25,35] Single Employee
## 5788 0 0 0 0 F (85,100] Widower Employee
## 551 1 1 0 0 F (45,55] Married Employee
## 6276 0 0 0 0 F (35,45] Married Employee
## 4269 1 0 0 0 M (25,35] Single Manual labourer
## 1246 0 0 0 0 F (25,35] Single Manual labourer
## 2172 0 0 0 0 M (35,45] Married Management
## 3227 1 0 0 0 M (25,35] Single Foreman
## 5312 0 0 0 0 M (25,35] Single Foreman
## 3855 0 0 1 0 F (65,75] Single Foreman
## 5991 0 0 0 0 F (75,85] Single Manual labourer
## 6477 0 0 1 0 M (35,45] Single Management
## 485 1 1 0 0 M (35,45] Married Management
## 4156 1 1 1 1 M (25,35] Single Other
## 4047 0 0 0 0 F (25,35] Divorcee Manual labourer
## 6283 0 0 0 0 M (75,85] Married Manual labourer
## 60 0 0 0 0 M (55,65] Single Technician
## 3995 0 0 0 0 F (35,45] Married Unskilled worker
## 6121 0 0 0 0 F (25,35] Single Employee
## 192 1 1 1 1 M (55,65] Remarried Management
## 5717 0 0 1 0 F (35,45] Married Manual labourer
## 3202 1 0 0 0 F (35,45] Married Employee
## 3913 0 0 0 0 M [15,25] Single Technician
## 6608 0 1 0 0 F (75,85] Married Employee
## 3260 0 0 1 0 F [15,25] Single Unskilled worker
## 2601 1 1 0 0 M (45,55] Married Foreman
## 1743 0 0 0 0 F (75,85] Married Employee
## 6187 0 1 0 0 M [15,25] Single Manual labourer
## 4889 0 1 0 0 F (45,55] Married Foreman
## 2178 1 1 0 0 M (65,75] Married Foreman
## 3947 1 0 0 0 M (85,100] Married Manual labourer
## 6343 1 1 0 0 F (55,65] Widower Employee
## 6711 0 0 0 0 F (25,35] Married Technician
## 2978 0 0 0 0 F (55,65] Married Employee
## 6032 1 0 0 0 M (45,55] Divorcee Management
## 575 0 0 0 0 F (35,45] Married Unskilled worker
## 3546 1 0 0 0 F (65,75] Widower Unskilled worker
## 2118 0 0 0 0 F (45,55] Married Other
## 2199 0 0 0 0 F (55,65] Widower Employee
## 940 0 0 0 0 M (55,65] Married Manual labourer
## 6146 0 0 0 0 F (75,85] Widower Employee
## 5974 0 0 0 0 M (25,35] Married Employee
## 5164 1 1 1 0 F (25,35] Single Foreman
## 5100 0 0 0 0 M (55,65] Married Management
## 1335 0 0 0 0 M [15,25] Single Employee
## 2208 0 0 0 0 M (25,35] Single Manual labourer
## 6844 0 0 0 0 F (65,75] Single Employee
## 3630 0 0 0 0 F (25,35] Married Employee
## 472 0 1 0 0 F (35,45] Single Manual labourer
## 2895 1 0 0 0 F (55,65] Married Foreman
## 2874 0 0 0 0 F (35,45] Married Employee
## 12 0 0 0 0 F (45,55] Married Employee
## 2826 0 1 0 0 M (55,65] Married Foreman
## 1812 0 0 0 0 F (25,35] Divorcee Technician
## 2654 0 0 1 0 F (45,55] Married Foreman
## 1699 0 0 0 0 F (55,65] Widower Other
## 1310 0 0 0 0 F (35,45] Married Employee
## 2757 1 1 0 0 M (45,55] Married Manual labourer
## 677 0 0 1 0 F (25,35] Single Employee
## 3590 0 1 0 0 M (35,45] Married Management
## 1424 1 1 0 1 M (35,45] Married Foreman
## 2145 0 0 0 0 F (45,55] Divorcee Employee
## 3627 0 0 0 0 M (25,35] Single Technician
## 1794 0 0 0 0 F (25,35] Married Employee
## 2479 0 0 0 0 F (25,35] Married Employee
## 4221 0 0 0 0 M (25,35] Married Manual labourer
## 3060 0 0 0 0 F (45,55] Divorcee Manual labourer
## 3605 0 1 0 0 F (25,35] Single Management
## 762 0 0 0 0 M (55,65] Married Management
## 1474 0 0 0 0 F (35,45] Married Employee
## 446 0 0 0 0 M (25,35] Married Employee
## 2063 0 1 1 0 F (55,65] Married Employee
## 1951 1 0 1 0 F [15,25] Single Other
## 5258 0 1 1 0 F (45,55] Married Unskilled worker
## 3314 1 0 0 0 F (25,35] Married Employee
## 3186 0 0 0 0 F (55,65] Widower Other
## 4316 0 0 0 0 M (25,35] Single Unskilled worker
## 1956 0 0 0 0 F (75,85] Widower Employee
## 3388 0 1 0 0 F (75,85] Widower Foreman
## 5129 0 0 0 0 M (35,45] Married Manual labourer
## 637 0 1 0 0 M (45,55] Married Foreman
## 4031 0 1 1 0 M (35,45] Married Management
## 6805 0 0 0 0 F (65,75] Widower Employee
## 4849 0 0 0 0 M (75,85] Married Foreman
## 268 1 0 1 0 F (25,35] Married Employee
## 616 0 0 1 1 M (55,65] Married Employee
## 4324 0 0 0 0 M (55,65] Married Manual labourer
## 4901 1 0 0 0 M (55,65] Married Management
## 2201 0 1 0 0 M (55,65] Remarried Foreman
## 1085 0 0 0 0 F (25,35] Divorcee Manual labourer
## 3604 0 0 0 0 F (75,85] Divorcee Manual labourer
## 3063 0 0 0 0 M (55,65] Married Manual labourer
## 5193 0 1 0 0 F (45,55] Married Employee
## 6141 0 0 0 0 F (45,55] Remarried Employee
## 4113 1 0 0 1 F (45,55] Married Employee
## 3949 0 0 0 0 M (75,85] Married Manual labourer
## 892 1 1 0 0 F (35,45] Married Other
## 5604 0 0 0 0 F (55,65] Divorcee Foreman
## 1137 1 0 0 1 M [15,25] Single Employee
## 5433 0 0 0 0 M [15,25] Single Unskilled worker
## 2857 0 0 0 0 F [15,25] Single Employee
## 4544 1 1 0 0 F (55,65] Divorcee Management
## 4186 0 0 0 0 F (25,35] Divorcee Employee
## 2051 0 1 1 0 M (35,45] Married Employee
## 2098 0 0 0 1 F (35,45] Married Employee
## 3534 0 1 1 0 F (35,45] Married Employee
## 5346 0 0 0 0 M (65,75] Widower Manual labourer
## 6387 0 0 0 0 F (25,35] Married Foreman
## 340 0 0 0 0 M (45,55] Married Foreman
## 1880 1 0 0 0 M (45,55] Married Manual labourer
## 2591 1 1 0 0 M (35,45] Married Foreman
## 508 0 1 0 0 M (25,35] Single Manual labourer
## 4353 1 1 0 0 F (25,35] Single Foreman
## 2186 1 1 0 0 M (65,75] Married Manual labourer
## 6824 0 0 0 0 F (65,75] Married Employee
## 1654 0 0 0 0 F (65,75] Widower Manual labourer
## 6849 0 0 0 0 M (65,75] Divorcee Manual labourer
## 4903 0 0 0 0 F (55,65] Married Manual labourer
## 5623 0 0 0 0 F (65,75] Married Employee
## 846 0 0 0 0 F (45,55] Married Employee
## 2602 0 0 0 0 F (65,75] Married Unskilled worker
## 922 0 0 0 0 M (35,45] Married Manual labourer
## 6300 0 0 0 0 M (75,85] Married Unskilled worker
## 5414 0 0 0 0 F (45,55] Divorcee Employee
## 3733 1 0 1 1 M (35,45] Single Management
## 3489 1 0 0 0 M [15,25] Single Manual labourer
## 1089 0 0 0 0 F (55,65] Married Unskilled worker
## 3967 0 0 0 0 M (45,55] Married Technician
## 2023 0 0 0 0 M (35,45] Single Manual labourer
## 1239 0 0 0 0 F (45,55] Remarried Employee
## 5032 0 1 1 1 F (45,55] Married Employee
## 6549 0 0 0 0 M (25,35] Single Manual labourer
## 4410 0 0 0 0 F (55,65] Married Employee
## 2612 1 1 1 1 F (55,65] Married Foreman
## 6144 0 1 1 1 M (55,65] Married Management
## 4042 0 0 0 0 M (45,55] Divorcee Technician
## 6577 0 0 0 0 F (65,75] Married Employee
## 1002 1 1 0 0 F (35,45] Married Employee
## 3318 0 0 0 0 M (35,45] Single Unskilled worker
## 359 0 0 0 0 M (35,45] Married Manual labourer
## 588 1 1 0 0 F [15,25] Single Management
## 3438 0 0 0 0 M (35,45] Married Employee
## 5048 0 1 0 0 M (45,55] Remarried Foreman
## 141 0 0 1 0 M (75,85] Remarried Technician
## 3633 1 0 0 0 F (45,55] Married Employee
## 2806 0 0 0 1 F (35,45] Married Manual labourer
## 5089 1 0 0 0 F (55,65] Married Foreman
## 5591 0 0 0 1 F (25,35] Single Employee
## 2548 0 0 0 1 M [15,25] Single Manual labourer
## 3284 0 0 1 0 F (25,35] Single Employee
## 4013 0 0 0 0 F (35,45] Married Employee
## 3580 1 1 0 0 M (55,65] Married Management
## 6368 0 0 0 1 F (55,65] Widower Employee
## 2187 0 0 0 0 F (45,55] Remarried Technician
## 1903 0 0 0 0 F (35,45] Married Employee
## 2651 0 0 0 0 F (35,45] Single Employee
## 5191 0 1 1 0 F (55,65] Divorcee Employee
## 123 0 0 0 0 M (55,65] Married Management
## 6889 0 0 0 0 M (55,65] Divorcee Technician
## 2837 0 0 0 0 M [15,25] Single Unskilled worker
## 4810 0 0 0 0 F (75,85] Married Manual labourer
## 1674 0 0 0 0 M (35,45] Married Manual labourer
## 6111 1 0 0 0 F (25,35] Divorcee Employee
## 2797 0 1 0 0 M (25,35] Single Manual labourer
## 928 0 0 0 0 F (25,35] Single Employee
## 3885 0 0 0 0 M (45,55] Married Manual labourer
## 4444 0 0 0 0 F (55,65] Married Manual labourer
## 6804 1 1 0 0 F (45,55] Divorcee Management
## 4193 0 1 0 0 F [15,25] Single Management
## 4566 0 0 0 0 M (45,55] Married Foreman
## 6463 0 0 0 0 M (45,55] Divorcee Manual labourer
## 4562 0 0 0 0 M (25,35] Married Manual labourer
## 4467 1 0 0 0 F (55,65] Widower Manual labourer
## 4392 0 1 0 0 F (25,35] Married Employee
## 4977 1 1 0 0 M (25,35] Married Employee
## 3061 0 0 0 1 F (25,35] Single Employee
## 203 1 1 0 0 F (55,65] Divorcee Employee
## 1043 1 0 0 0 F (35,45] Single Employee
## 6242 0 0 0 1 M (45,55] Divorcee Employee
## 2409 0 0 0 0 F (45,55] Divorcee Employee
## 3639 0 0 0 0 F (55,65] Married Employee
## 5123 1 1 1 1 F (55,65] Remarried Employee
## 4401 0 0 0 0 F (25,35] Married Employee
## 1927 0 0 0 0 M (45,55] Married Management
## 3285 0 0 1 0 M [15,25] Single Employee
## 51 0 1 0 0 F (55,65] Married Employee
## 6516 0 1 0 0 M (75,85] Married Employee
## 4564 0 0 0 0 F (65,75] Married Other
## 5069 0 1 0 0 F (25,35] Married Employee
## 2659 0 0 0 0 M (35,45] Married Manual labourer
## 2863 0 0 1 1 F (45,55] Married Employee
## 6374 0 0 0 0 F (45,55] Divorcee Employee
## 699 1 0 0 0 F (45,55] Married Unskilled worker
## 515 1 0 0 0 F (25,35] Married Management
## 5472 1 1 0 0 F (25,35] Married Employee
## 3910 0 0 0 0 F (55,65] Married Employee
## 4865 0 0 0 0 M (65,75] Single Foreman
## 6498 1 0 1 0 F [15,25] Single Management
## 3867 0 1 1 1 M (35,45] Married Manual labourer
## 5054 0 0 0 0 F (65,75] Married Employee
## 4689 1 0 0 0 M (45,55] Single Management
## 1248 0 0 0 1 F (25,35] Divorcee Employee
## 4395 0 0 0 0 F (55,65] Single Foreman
## 1318 0 0 0 0 F (75,85] Widower Foreman
## 188 0 0 0 0 M [15,25] Single Employee
## 465 1 0 0 0 F (55,65] Married Employee
## 2494 1 1 0 0 F (35,45] Married Management
## 5697 1 1 0 0 F (25,35] Married Employee
## 4062 0 1 1 0 M (55,65] Divorcee Management
## 5473 0 0 0 0 M (75,85] Married Manual labourer
## 1022 0 0 0 0 F (35,45] Married Employee
## 5920 0 1 1 1 M (55,65] Married Manual labourer
## 3245 0 0 0 0 M (35,45] Married Technician
## 3882 0 0 0 0 M (25,35] Married Technician
## 3521 0 1 0 0 M (55,65] Divorcee Manual labourer
## 537 1 0 0 0 F (55,65] Married Employee
## 5706 1 0 0 0 F (55,65] Married Employee
## 2414 0 0 0 0 M (65,75] Married Employee
## 3334 0 1 0 0 M (35,45] Remarried Manual labourer
## 4965 1 1 1 0 F (55,65] Married Foreman
## 4685 0 0 0 0 M (65,75] Married Manual labourer
## 2606 0 0 0 0 M (45,55] Remarried Manual labourer
## 4699 0 0 0 0 F (45,55] Married Employee
## 3695 0 0 0 0 F (45,55] Married Employee
## 3478 0 0 0 0 F (35,45] Married Employee
## 1452 0 1 0 1 F (35,45] Married Employee
## 4315 0 0 0 0 F (25,35] Divorcee Employee
## 3030 1 1 0 0 M (35,45] Married Management
## 5574 0 0 0 0 M (55,65] Married Other
## 2323 1 0 1 0 F (45,55] Married Employee
## 4246 1 0 1 0 M (45,55] Married Manual labourer
## 6748 0 0 0 0 F (25,35] Single Employee
## 2057 1 1 1 0 M (55,65] Married Management
## 5883 0 1 1 1 F (45,55] Married Employee
## 2024 0 0 0 0 M (55,65] Single Manual labourer
## 5476 0 0 0 0 F (45,55] Divorcee Employee
## 773 0 0 0 0 F (45,55] Married Employee
## 2252 1 0 0 0 F (35,45] Single Employee
## 6600 0 0 0 0 M (65,75] Married Manual labourer
## 4053 0 0 0 0 F (55,65] Divorcee Employee
## 5609 0 0 0 0 F (35,45] Married Employee
## 1881 0 1 0 0 M (55,65] Married Foreman
## 373 0 0 0 0 F (45,55] Single Employee
## 90 1 1 0 0 M (25,35] Single Employee
## 2994 0 0 0 0 F [15,25] Single Employee
## 6415 0 0 0 0 F (55,65] Married Employee
## 3828 0 0 0 0 M (35,45] Married Unskilled worker
## 4509 1 0 0 0 M (35,45] Married Technician
## 2996 0 0 0 0 F (45,55] Single Manual labourer
## 5686 0 0 1 0 F (65,75] Married Employee
## 2644 0 0 0 0 M (35,45] Married Unskilled worker
## 3078 1 0 0 0 M (35,45] Married Management
## 2278 1 1 0 0 F (45,55] Remarried Manual labourer
## 6619 1 1 1 0 M [15,25] Single Manual labourer
## 3601 0 0 0 0 M (35,45] Divorcee Unskilled worker
## 6771 1 0 0 0 M [15,25] Single Manual labourer
## 5617 0 1 0 0 F (45,55] Married Employee
## 241 1 1 0 0 F (45,55] Married Employee
## 2946 1 0 1 0 M (45,55] Married Foreman
## 6816 0 0 0 0 M (45,55] Single Employee
## 6620 0 0 0 0 F (45,55] Divorcee Other
## 108 1 1 0 0 M (65,75] Married Management
## 3780 0 1 0 1 M (55,65] Widower Employee
## 3211 0 0 0 0 M (55,65] Remarried Technician
## 6705 0 0 0 0 F (25,35] Single Employee
## 5371 0 0 0 0 F (65,75] Widower Employee
## 4586 0 0 0 0 F (55,65] Divorcee Unskilled worker
## 513 1 1 0 1 F (45,55] Divorcee Management
## 5501 1 0 0 1 M (35,45] Single Manual labourer
## 3612 1 0 1 0 M (75,85] Married Foreman
## 2969 0 0 0 0 M (55,65] Divorcee Manual labourer
## 2906 0 0 0 0 F (35,45] Married Employee
## 3151 0 0 0 0 M (65,75] Married Manual labourer
## 552 0 0 0 0 M (45,55] Married Manual labourer
## 2582 0 0 0 1 M (35,45] Married Manual labourer
## 5885 0 0 0 0 F (65,75] Widower Manual labourer
## 777 0 1 0 1 M (35,45] Married Foreman
## 2428 0 0 0 0 M (45,55] Married Employee
## 5859 1 0 0 0 F (55,65] Married Employee
## 1377 0 0 0 0 M (65,75] Married Foreman
## 5480 1 0 0 1 F [15,25] Single Employee
## 5526 0 0 0 0 F (65,75] Widower Employee
## 6540 0 1 0 0 F (85,100] Widower Foreman
## 3599 0 0 0 0 F (55,65] Married Manual labourer
## 3588 0 0 0 0 F [15,25] Single Manual labourer
## 4638 1 0 0 0 F (35,45] Married Employee
## 5521 0 0 0 0 M (35,45] Married Manual labourer
## 6129 0 0 0 0 F (55,65] Widower Foreman
## 1625 1 1 0 0 M (65,75] Married Employee
## 3888 0 0 0 0 F (45,55] Married Manual labourer
## 1094 0 0 0 0 M (45,55] Married Management
## 2222 0 0 0 0 M (55,65] Married Manual labourer
## 1280 0 1 0 1 F (45,55] Remarried Management
## 6830 0 0 0 0 F (55,65] Married Foreman
## 1751 1 0 0 0 M (55,65] Divorcee Manual labourer
## 2303 0 1 0 0 F (25,35] Single Other
## 3317 1 0 0 0 M (25,35] Single Foreman
## 4495 0 0 0 0 M (55,65] Married Employee
## 6125 0 0 0 0 M (35,45] Single Employee
## 432 0 0 0 0 F (55,65] Married Employee
## 1521 1 0 0 1 F (25,35] Single Manual labourer
## 1147 1 1 0 1 F (35,45] Divorcee Employee
## 4706 0 1 0 0 F (65,75] Married Management
## 3485 0 0 0 0 M [15,25] Single Employee
## 4325 0 0 0 0 F (45,55] Married Employee
## 3267 0 0 0 0 F (55,65] Married Unskilled worker
## 4979 0 0 0 0 F (35,45] Married Management
## 1627 0 0 0 1 M (65,75] Married Manual labourer
## 4688 0 0 0 0 M (35,45] Divorcee Foreman
## 3774 1 0 0 1 M (35,45] Divorcee Employee
## 4769 0 0 0 0 F (35,45] Single Employee
## 2449 0 0 0 0 F (25,35] Married Employee
## 1093 0 1 0 0 M (25,35] Single Manual labourer
## 1816 1 0 0 0 F (25,35] Single Employee
## 2713 1 0 0 0 F (75,85] Widower Unskilled worker
## 5397 0 0 0 1 M (25,35] Married Manual labourer
## 6588 0 0 0 0 M (45,55] Married Manual labourer
## 3871 1 1 1 0 F (65,75] Married Technician
## 6062 1 1 0 0 F (55,65] Married Foreman
## 4974 1 0 0 0 M (25,35] Single Manual labourer
## 5070 1 1 0 0 F (55,65] Widower Unskilled worker
## 2989 1 0 0 0 M (35,45] Married Foreman
## 1913 1 1 0 0 F (25,35] Married Employee
## 6701 0 0 0 0 F [15,25] Single Employee
## 4525 1 1 0 0 M (35,45] Single Employee
## 1545 1 1 1 0 F (45,55] Remarried Management
## 318 1 1 0 0 F (75,85] Married Management
## 3779 0 0 0 0 M (45,55] Remarried Management
## 5410 0 0 1 0 M [15,25] Single Employee
## 2034 1 1 0 0 F (45,55] Married Employee
## 4248 0 1 0 1 M (45,55] Single Manual labourer
## 1569 0 1 0 0 F (55,65] Married Employee
## 5727 0 0 0 0 F (25,35] Single Employee
## 6766 0 0 0 1 M (55,65] Married Employee
## 6622 0 0 1 0 M (75,85] Married Technician
## 6535 0 1 0 0 F (55,65] Married Employee
## 2817 0 1 0 0 M (25,35] Married Manual labourer
## 3097 0 0 0 0 M (35,45] Single Employee
## 5465 1 0 0 0 F (55,65] Married Unskilled worker
## 5655 1 1 1 0 F (65,75] Divorcee Management
## 752 0 1 0 0 M (25,35] Divorcee Employee
## 4716 1 0 0 0 M [15,25] Single Employee
## 6220 0 1 0 1 M (25,35] Married Unskilled worker
## 5603 0 0 1 0 M (45,55] Single Technician
## 803 1 0 0 0 F (35,45] Married Management
## 2789 0 1 1 1 F (55,65] Divorcee Employee
## 6331 0 1 0 0 F (35,45] Remarried Other
## 1587 1 0 0 0 F (35,45] Remarried Employee
## 4538 0 0 0 0 M (35,45] Remarried Manual labourer
## 1096 0 0 0 0 F (35,45] Divorcee Employee
## 3406 1 1 0 0 M (35,45] Married Manual labourer
## 5542 1 1 0 0 M (45,55] Married Management
## 5430 1 0 0 0 M (35,45] Married Manual labourer
## 178 1 1 0 0 M (25,35] Married Management
## 652 1 1 1 0 F (25,35] Single Management
## 2424 1 0 0 0 M (45,55] Single Management
## 2681 0 0 0 1 M (25,35] Married Manual labourer
## 5269 1 0 1 1 F (35,45] Married Employee
## 3369 0 0 0 0 M (75,85] Widower Other
## 894 1 0 1 1 F (25,35] Single Employee
## 843 1 1 1 0 M (45,55] Single Management
## 5046 0 0 0 0 F (35,45] Married Other
## 948 0 1 0 0 M (45,55] Married Foreman
## 4516 0 1 0 0 F [15,25] Married Employee
## 1353 0 1 1 0 F (25,35] Married Employee
## 1332 1 0 0 0 M (55,65] Married Management
## 5169 0 0 0 0 F [15,25] Single Employee
## 3222 1 0 0 0 M (45,55] Married Manual labourer
## 2660 0 0 0 0 M (55,65] Married Manual labourer
## 2922 0 0 0 0 F (65,75] Widower Employee
## 1712 1 1 0 0 F (45,55] Married Employee
## 4703 0 0 0 0 F (65,75] Married Unskilled worker
## 289 0 0 0 0 M (55,65] Remarried Employee
## 4406 0 1 0 0 M (65,75] Married Manual labourer
## 5384 1 0 0 0 M (35,45] Married Technician
## 4350 0 0 0 0 F (25,35] Single Unskilled worker
## 2490 0 1 0 0 F (45,55] Married Foreman
## 1626 0 0 0 0 M (45,55] Married Manual labourer
## 3171 1 0 0 0 F (65,75] Married Employee
## 2521 0 0 0 0 M (55,65] Married Manual labourer
## 1342 0 0 1 0 M (55,65] Married Foreman
## 4165 1 0 1 0 M (35,45] Married Manual labourer
## 1730 0 1 1 1 F (45,55] Married Unskilled worker
## 6007 0 0 0 0 M (25,35] Married Manual labourer
## 4481 1 1 1 0 M (55,65] Married Management
## 3568 1 1 0 0 M (45,55] Married Management
## 4757 0 0 0 0 M (35,45] Single Employee
## 5627 1 0 0 0 M (35,45] Single Management
## 1704 1 0 0 0 M (35,45] Married Management
## 999 0 1 0 0 M (35,45] Single Manual labourer
## 4532 0 0 0 0 F [15,25] Single Employee
## 5033 0 0 0 0 F [15,25] Single Employee
## 613 1 1 0 0 M (25,35] Single Manual labourer
## 1481 0 1 0 0 M (35,45] Married Management
## 2762 0 0 0 0 M (45,55] Married Manual labourer
## 635 1 0 0 0 M (55,65] Remarried Technician
## 3991 0 1 0 0 M (35,45] Married Management
## 4023 1 1 0 0 M (65,75] Remarried Technician
## 5301 0 0 0 1 F (45,55] Divorcee Employee
## 4429 0 0 0 0 F (45,55] Married Employee
## 3858 0 0 0 1 M (25,35] Single Manual labourer
## 3273 0 0 0 0 M (55,65] Single Manual labourer
## 904 0 1 0 0 M (55,65] Married Management
## 4405 0 1 0 0 M (55,65] Married Employee
## 1933 0 0 0 0 M (65,75] Married Manual labourer
## 5733 1 0 0 0 M (45,55] Remarried Employee
## 1986 0 0 0 0 F (45,55] Married Manual labourer
## 2391 0 0 0 1 F (35,45] Married Unskilled worker
## 3011 0 1 0 1 M (55,65] Married Foreman
## 2004 0 0 0 0 F (75,85] Widower Manual labourer
## 4570 1 1 0 0 M (55,65] Divorcee Employee
## 2836 0 1 0 0 F (35,45] Divorcee Employee
## 3645 1 1 1 0 F (25,35] Married Employee
## 6864 0 1 0 1 F (55,65] Divorcee Technician
## 297 1 1 0 0 F (65,75] Widower Foreman
## 2440 0 0 0 1 M (25,35] Single Employee
## 477 0 1 0 0 M (45,55] Married Foreman
## 2322 0 0 0 0 M (55,65] Divorcee Management
## 5130 0 1 0 0 M (75,85] Married Employee
## 1802 1 0 0 0 M (25,35] Divorcee Manual labourer
## 4933 1 0 1 0 F [15,25] Single Management
## 4691 0 0 0 0 M (75,85] Married Foreman
## 158 1 0 0 0 F (25,35] Single Foreman
## 5905 0 1 0 0 F (55,65] Married Manual labourer
## 1944 0 0 1 0 M (45,55] Married Manual labourer
## 4814 1 1 1 0 M (25,35] Single Technician
## 2643 0 0 0 0 M [15,25] Single Manual labourer
## 760 0 0 0 0 M (25,35] Single Manual labourer
## 1800 0 0 0 0 M (45,55] Divorcee Management
## 1407 0 0 0 0 F (35,45] Married Employee
## 138 1 1 0 0 F (45,55] Married Management
## 473 0 0 0 0 F (65,75] Married Employee
## 118 0 0 0 0 F (45,55] Widower Foreman
## 5178 0 0 0 0 F (45,55] Married Employee
## 5261 1 1 1 0 F [15,25] Single Employee
## 4796 0 1 1 0 F (35,45] Divorcee Management
## 3872 0 0 0 0 M (55,65] Married Unskilled worker
## 4845 1 1 0 0 M (45,55] Remarried Foreman
## 4653 0 0 0 0 M (25,35] Married Management
## 5889 0 0 0 1 M (45,55] Single Unskilled worker
## 4565 0 0 0 0 F (65,75] Widower Manual labourer
## 5491 1 1 0 0 M (45,55] Single Employee
## 6455 1 1 0 1 M (35,45] Single Manual labourer
## 3597 0 1 0 0 F (35,45] Married Employee
## 827 0 0 0 0 M (25,35] Married Manual labourer
## 4120 1 0 0 0 F (25,35] Married Technician
## 6102 0 1 1 0 F (45,55] Divorcee Foreman
## 3469 0 0 0 0 F (35,45] Divorcee Employee
## 5644 0 0 0 0 M (45,55] Married Unskilled worker
## 1651 0 0 0 0 F (65,75] Married Employee
## 6271 1 1 1 0 F (25,35] Single Management
## 4505 0 0 0 0 F [15,25] Single Employee
## 2558 0 0 0 0 M (25,35] Single Unskilled worker
## 2319 1 1 1 0 F (35,45] Married Employee
## 3988 0 1 0 0 F (45,55] Married Employee
## 1391 0 0 0 0 M (25,35] Single Technician
## 2856 0 0 0 0 M (25,35] Single Employee
## 1203 1 1 0 0 M (45,55] Single Management
## 3119 0 0 0 0 F [15,25] Single Technician
## 2451 0 1 0 0 M (55,65] Widower Employee
## 4819 0 0 0 0 F (55,65] Divorcee Employee
## 5315 0 0 0 0 M [15,25] Single Unskilled worker
## 1533 0 0 0 0 M (85,100] Widower Unskilled worker
## 1706 0 0 0 0 M (35,45] Married Manual labourer
## 4328 1 0 0 0 F (25,35] Single Foreman
## 3462 0 0 0 0 F (25,35] Single Employee
## 22 1 1 1 0 F (25,35] Single Management
## 561 0 0 0 0 F (25,35] Single Employee
## 139 0 0 0 0 F (65,75] Married Management
## 1737 1 1 0 1 F (55,65] Married Employee
## 1149 0 0 0 0 F (35,45] Single Employee
## 4809 0 0 0 0 M [15,25] Married Employee
## 1807 0 0 0 0 F (55,65] Remarried Technician
## 4916 0 0 0 0 M (65,75] Married Manual labourer
## 5675 1 1 0 0 F (35,45] Single Management
## 2037 0 1 0 0 M (35,45] Married Other
## 1476 0 0 0 0 M (55,65] Divorcee Foreman
## 5692 0 0 0 0 F (55,65] Married Employee
## 5074 0 0 0 0 M (65,75] Married Employee
## 586 0 0 1 0 F (35,45] Divorcee Employee
## 4768 0 0 0 0 M (45,55] Divorcee Manual labourer
## 6420 1 0 0 0 F (65,75] Married Employee
## 2700 1 0 0 0 F (45,55] Divorcee Employee
## 686 0 0 0 0 F (45,55] Married Unskilled worker
## 418 0 0 0 0 M (25,35] Single Unskilled worker
## 805 0 0 0 0 M (25,35] Single Manual labourer
## 4394 1 0 0 1 F (35,45] Single Employee
## 626 0 0 0 0 F [15,25] Single Employee
## 4262 1 1 0 0 M (25,35] Married Foreman
## 5220 0 0 1 0 F [15,25] Single Unskilled worker
## 6380 0 0 1 0 F (35,45] Single Employee
## 1118 0 0 0 0 M [15,25] Single Foreman
## 6793 0 0 0 0 M (45,55] Married Technician
## 3443 0 0 0 0 F (75,85] Widower Unskilled worker
## 591 1 0 0 0 M (35,45] Married Employee
## 786 0 0 0 0 M (55,65] Married Other
## 4130 1 1 0 0 M (25,35] Married Foreman
## 4572 0 0 0 1 M (35,45] Married Manual labourer
## 2529 0 0 1 0 M (35,45] Remarried Manual labourer
## 3095 1 0 0 0 M (25,35] Married Foreman
## 475 0 1 0 0 M (75,85] Married Management
## 4089 0 0 0 0 M [15,25] Single Manual labourer
## 1851 0 0 1 0 F (45,55] Married Foreman
## 2073 0 0 1 0 F (35,45] Married Manual labourer
## 4799 0 0 0 0 F (35,45] Single Manual labourer
## 2592 0 0 0 0 F (55,65] Married Employee
## 2385 1 0 0 0 F (75,85] Widower Employee
## 6288 0 0 1 0 M (35,45] Married Employee
## 6108 1 0 1 0 M [15,25] Single Manual labourer
## 2065 1 0 0 0 F (55,65] Divorcee Employee
## 2372 0 0 1 0 F (25,35] Single Employee
## 1360 1 1 0 0 F (35,45] Married Employee
## 5568 0 0 1 0 M (25,35] Married Management
## 3434 0 1 0 0 M (35,45] Divorcee Management
## 8 1 0 0 0 F [15,25] Single Employee
## 2155 1 1 1 0 M (45,55] Married Management
## 5189 0 1 0 0 M (55,65] Married Unskilled worker
## 6109 0 0 0 0 F (35,45] Married Employee
## 6059 0 0 0 0 M (35,45] Divorcee Employee
## 900 0 1 0 0 F (35,45] Married Employee
## 3277 1 0 0 0 F (65,75] Married Employee
## 5443 1 0 1 0 F (55,65] Widower Employee
## 363 0 0 0 0 F (65,75] Widower Manual labourer
## 3287 0 1 0 1 F (55,65] Single Management
## 5875 1 0 0 0 M (55,65] Married Technician
## 5087 0 0 0 1 M (55,65] Married Unskilled worker
## 3730 0 0 0 0 M (55,65] Married Manual labourer
## 6093 1 1 0 0 F [15,25] Single Unskilled worker
## 2056 0 0 0 0 M (45,55] Married Foreman
## 3543 0 0 0 0 F (45,55] Married Foreman
## 1610 0 1 0 0 F (35,45] Married Management
## 63 0 1 0 0 F (45,55] Single Employee
## 6786 0 0 1 0 M (65,75] Married Employee
## 412 1 1 0 0 F (75,85] Widower Employee
## 604 0 0 0 0 F (65,75] Remarried Employee
## 633 0 1 0 1 M (45,55] Married Manual labourer
## 691 1 0 0 0 F (55,65] Married Employee
## 1656 0 0 0 0 M (35,45] Divorcee Management
## 3640 1 1 0 0 F (55,65] Married Management
## 3482 1 0 0 0 M (45,55] Married Management
## 2653 0 0 0 1 F (45,55] Married Manual labourer
## 5076 0 0 0 0 F (45,55] Widower Employee
## 3372 0 0 0 0 F (75,85] Remarried Other
## 5252 0 1 0 0 F (35,45] Married Employee
## 3878 0 0 0 1 F (55,65] Married Unskilled worker
## 6518 0 0 0 0 M (45,55] Remarried Management
## 1583 0 1 0 0 M (25,35] Single Manual labourer
## 3903 0 0 1 0 F (55,65] Divorcee Manual labourer
## 6128 0 0 0 0 F (35,45] Married Employee
## 216 1 0 0 0 M [15,25] Single Employee
## 1914 1 0 0 0 F (55,65] Married Manual labourer
## 1888 1 1 1 0 M [15,25] Single Technician
## 2250 0 0 0 0 M (25,35] Married Employee
## 6484 1 1 0 0 F (45,55] Divorcee Foreman
## 278 1 1 0 0 F (25,35] Widower Employee
## 5524 0 0 0 0 F (45,55] Married Manual labourer
## 5369 1 1 0 0 F (55,65] Married Employee
## 40 1 0 0 0 M (45,55] Married Unskilled worker
## 5602 0 0 0 0 M (45,55] Single Manual labourer
## 4600 0 0 0 0 F (45,55] Married Unskilled worker
## 3674 1 1 1 0 F (25,35] Married Management
## 1450 0 0 0 0 F (55,65] Divorcee Employee
## 218 1 0 1 1 M [15,25] Single Unskilled worker
## 262 1 1 0 0 M (45,55] Divorcee Employee
## 6613 1 0 0 0 M (35,45] Remarried Manual labourer
## 3048 0 0 0 0 F (25,35] Married Unskilled worker
## 6133 1 1 0 0 F (45,55] Married Employee
## 2526 0 0 0 0 M (75,85] Married Unskilled worker
## 3354 0 0 0 0 F (45,55] Widower Unskilled worker
## 5579 0 0 0 1 M (35,45] Married Employee
## 1419 0 1 0 0 F (45,55] Remarried Employee
## 5094 0 0 0 0 M (45,55] Single Unskilled worker
## 6550 1 0 0 0 F (25,35] Married Employee
## 4210 1 0 0 0 M (35,45] Married Manual labourer
## 5399 0 0 0 0 M (45,55] Married Foreman
## 78 0 0 0 0 M (75,85] Remarried Manual labourer
## 5792 0 0 1 0 M [15,25] Single Employee
## 3355 0 0 0 0 M (25,35] Married Foreman
## 2434 1 1 0 0 M (35,45] Married Manual labourer
## 921 0 0 0 0 F (45,55] Married Employee
## 4651 0 0 0 0 M (55,65] Married Management
## 3004 0 0 0 0 M (65,75] Remarried Foreman
## 1559 0 1 0 0 F (65,75] Widower Employee
## 6348 1 0 1 0 M (65,75] Married Foreman
## 6183 0 0 0 0 F (55,65] Divorcee Foreman
## 6858 0 0 0 0 M (55,65] Married Manual labourer
## 4254 1 1 1 0 M (25,35] Married Employee
## 2792 1 0 1 1 M (25,35] Divorcee Employee
## 4473 0 0 0 0 M (55,65] Single Employee
## 2084 0 0 0 0 M (45,55] Married Manual labourer
## 701 1 1 0 0 F (45,55] Remarried Employee
## 863 0 0 0 1 M (45,55] Divorcee Manual labourer
## 1325 1 1 1 0 M (35,45] Single Management
## 2559 0 0 0 0 M (55,65] Remarried Manual labourer
## 380 0 0 0 0 F (35,45] Married Employee
## 4359 0 0 0 0 F (65,75] Married Foreman
## 4547 1 1 1 0 F (25,35] Single Employee
## 1852 0 0 0 0 F (35,45] Married Employee
## 3201 0 0 0 0 F (35,45] Married Manual labourer
## 6745 0 0 0 0 M (35,45] Married Unskilled worker
## 1631 0 0 1 0 F (55,65] Married Employee
## 5117 0 0 0 0 M (35,45] Married Manual labourer
## 1370 0 0 0 0 M (45,55] Married Management
## 4357 0 0 0 0 M (55,65] Married Management
## 1121 1 0 0 0 F (25,35] Single Employee
## 6180 0 0 0 0 M (65,75] Single Employee
## 2581 1 0 0 0 F [15,25] Single Employee
## 5088 0 0 0 0 M (65,75] Married Manual labourer
## 142 0 0 0 0 M (25,35] Single Employee
## 580 0 0 0 0 F (45,55] Divorcee Employee
## 5122 0 1 0 1 M (45,55] Married Technician
## 2188 0 0 0 0 F (25,35] Single Manual labourer
## 2733 0 0 0 0 M (35,45] Married Unskilled worker
## 6678 0 0 0 0 F (35,45] Married Employee
## 101 0 0 0 0 M (55,65] Single Technician
## 2929 0 0 1 1 M [15,25] Single Unskilled worker
## 6438 0 0 0 0 M (55,65] Married Employee
## 98 1 1 1 0 M (25,35] Single Management
## 2111 1 1 0 0 M (45,55] Married Management
## 611 0 1 0 0 M (25,35] Single Employee
## 2590 0 1 1 1 F (35,45] Married Employee
## 4215 1 1 0 0 F (45,55] Married Management
## 2007 0 1 1 0 F (55,65] Widower Employee
## 1460 0 0 0 0 M (65,75] Married Foreman
## 5423 0 0 0 0 F (65,75] Married Manual labourer
## 3001 0 0 0 0 F (35,45] Married Unskilled worker
## 4412 0 0 0 0 M (25,35] Single Employee
## 5270 0 0 1 0 F (45,55] Remarried Manual labourer
## 5860 0 0 0 0 F (55,65] Married Foreman
## 3686 1 1 1 1 F (25,35] Single Management
## 5138 0 0 0 0 F (55,65] Married Unskilled worker
## 6636 0 0 0 0 F (25,35] Single Foreman
## 5554 1 0 0 0 M (35,45] Married Technician
## 6218 1 1 0 0 F (25,35] Single Management
## 3069 0 0 0 0 M (65,75] Married Manual labourer
## 4161 1 0 0 1 F (25,35] Single Employee
## 1747 1 1 0 0 F (35,45] Single Employee
## 963 1 1 0 0 F (35,45] Single Employee
## 6418 1 1 0 0 F (45,55] Widower Foreman
## 487 0 0 0 0 M (25,35] Married Management
## 1383 0 1 0 0 M (35,45] Married Foreman
## 4734 0 0 0 0 M (45,55] Remarried Manual labourer
## 753 1 1 0 0 M (45,55] Married Management
## 5954 1 1 1 1 F (35,45] Married Employee
## 965 0 0 0 0 M (25,35] Married Unskilled worker
## 170 1 0 0 0 F (85,100] Single Employee
## 5910 0 1 1 0 F (35,45] Married Other
## 1708 0 0 0 0 M (55,65] Married Unskilled worker
## 5403 0 0 0 0 M (25,35] Single Technician
## 6178 0 1 0 0 F (45,55] Divorcee Employee
## 4827 0 0 0 0 F (35,45] Remarried Foreman
## 1173 1 1 0 0 F (25,35] Single Foreman
## 3395 1 1 1 0 F (45,55] Married Employee
## 1879 0 0 0 0 M (25,35] Single Employee
## 4589 0 0 0 0 F (35,45] Remarried Manual labourer
## 4049 0 1 0 0 F (65,75] Married Employee
## 3214 1 1 1 0 M (35,45] Single Technician
## 5975 0 0 0 0 M (45,55] Married Manual labourer
## 5635 1 1 1 0 F (35,45] Married Management
## 5447 0 0 0 0 F (45,55] Married Other
## 5464 0 0 1 1 F (45,55] Widower Employee
## 6308 0 0 0 0 F (65,75] Married Employee
## 6714 0 0 0 0 M (45,55] Single Unskilled worker
## 3720 0 1 0 0 M (55,65] Married Manual labourer
## 6565 0 0 0 0 F (75,85] Widower Employee
## 1344 1 0 1 0 M (25,35] Single Management
## 6330 1 0 0 0 F (55,65] Married Management
## 548 0 0 0 0 F (75,85] Widower Manual labourer
## 3065 0 0 0 1 F (45,55] Married Employee
## 6594 0 0 0 0 F (85,100] Widower Other
## 368 0 0 0 0 M (45,55] Married Manual labourer
## 398 0 0 0 0 M (25,35] Married Technician
## 3476 0 0 0 1 M [15,25] Single Manual labourer
## 5267 0 1 0 0 F [15,25] Single Unskilled worker
## 4249 1 1 1 0 M (25,35] Single Manual labourer
## 4129 1 0 0 0 F (65,75] Widower Unskilled worker
## 4963 0 1 0 0 F (45,55] Single Employee
## 4018 0 0 0 0 F (25,35] Married Employee
## 143 1 1 1 0 M (25,35] Single Management
## 6105 0 0 0 0 F (65,75] Divorcee Employee
## 5276 1 1 0 0 F (45,55] Remarried Foreman
## 169 0 0 0 0 M (55,65] Married Employee
## 2752 0 0 0 0 F [15,25] Single Employee
## 423 0 0 1 1 F (25,35] Married Technician
## 3399 1 1 1 0 F (45,55] Remarried Management
## 4885 0 0 0 0 M (55,65] Married Foreman
## 720 0 0 0 1 M [15,25] Single Unskilled worker
## 1531 0 0 1 0 M (35,45] Single Employee
## 2062 0 0 0 0 F (55,65] Married Employee
## 3795 1 0 0 0 F (45,55] Married Unskilled worker
## 6534 0 0 1 0 F (45,55] Married Employee
## 1769 0 0 0 1 M (35,45] Married Foreman
## 729 0 1 0 1 F (55,65] Married Employee
## 3145 0 0 0 1 M (45,55] Single Unskilled worker
## 4520 0 0 0 0 F (45,55] Widower Unskilled worker
## 3320 1 0 0 0 F (55,65] Widower Unskilled worker
## 4404 0 1 1 0 M (45,55] Married Other
## 4435 0 0 0 0 F (45,55] Married Employee
## 4341 0 1 0 0 F (35,45] Single Employee
## 5978 0 0 0 0 M (35,45] Married Manual labourer
## 646 0 0 0 0 M (45,55] Divorcee Unskilled worker
## 5687 0 0 0 0 M (45,55] Divorcee Technician
## 3008 1 1 1 1 F (35,45] Divorcee Employee
## 4268 0 1 1 1 M (35,45] Married Management
## 5977 0 0 0 0 F (75,85] Widower Unskilled worker
## 617 1 0 0 0 M (45,55] Married Management
## 1827 1 0 0 0 F (35,45] Married Other
## 6727 0 0 0 0 M (35,45] Married Unskilled worker
## 2740 0 0 0 0 F (55,65] Married Employee
## 2388 0 0 1 1 M (45,55] Remarried Technician
## 734 1 1 0 0 M (35,45] Divorcee Foreman
## 992 0 0 0 0 F (45,55] Remarried Employee
## 851 1 0 0 0 M (35,45] Married Management
## 2896 0 0 0 0 F (35,45] Married Employee
## 151 1 1 0 0 M (35,45] Married Foreman
## 3978 0 0 0 0 M (35,45] Married Unskilled worker
## 4065 1 0 1 0 F (45,55] Single Foreman
## 299 0 0 0 0 M (65,75] Married Unskilled worker
## 5832 1 0 0 0 F (55,65] Married Management
## 1902 0 1 0 0 F (35,45] Divorcee Employee
## 6820 0 0 0 0 F (65,75] Married Employee
## 746 0 0 1 0 M [15,25] Single Unskilled worker
## 3585 0 0 0 0 F (35,45] Widower Manual labourer
## 2541 1 0 0 0 F (25,35] Married Employee
## 1364 0 0 0 0 M (25,35] Married Technician
## 1884 0 0 0 0 M (25,35] Married Employee
## 2542 0 0 0 0 F (45,55] Divorcee Other
## 1161 1 0 0 0 F (55,65] Widower Employee
## 1263 1 1 0 0 F (45,55] Married Foreman
## 3539 0 1 0 0 M (25,35] Married Employee
## 6161 0 0 0 0 M (75,85] Widower Foreman
## 3310 0 0 1 0 F (55,65] Married Employee
## 6709 0 0 0 0 F [15,25] Single Technician
## 4853 0 0 1 0 M (55,65] Married Employee
## 1346 0 0 0 0 F (65,75] Widower Employee
## 6657 0 0 0 0 M (45,55] Married Manual labourer
## 600 0 0 0 0 M (25,35] Single Employee
## 6548 0 0 0 0 F (65,75] Single Unskilled worker
## 5022 0 0 0 0 F (45,55] Divorcee Technician
## 750 1 1 0 0 M (45,55] Single Management
## 6261 0 0 0 0 F (65,75] Married Employee
## 6772 0 0 0 0 F (45,55] Married Employee
## 6739 0 0 0 0 M (35,45] Divorcee Unskilled worker
## 1319 0 0 0 0 M (55,65] Married Management
## 6602 1 1 0 0 M (35,45] Married Technician
## 421 0 0 0 0 M (55,65] Remarried Manual labourer
## 5030 0 1 0 0 M (55,65] Married Management
## 4607 0 0 0 1 F (45,55] Married Employee
## 1509 1 0 0 0 F (25,35] Single Employee
## 1847 1 1 0 0 F (45,55] Married Employee
## 767 0 0 0 0 F (75,85] Widower Unskilled worker
## 2804 0 0 0 0 F (45,55] Divorcee Unskilled worker
## 3567 0 1 0 1 F (25,35] Single Management
## 5172 0 1 0 1 F (75,85] Widower Foreman
## 3714 1 0 0 0 M (75,85] Married Manual labourer
## 4952 1 1 1 0 F (25,35] Single Management
## 4153 0 0 1 1 F (25,35] Single Technician
## 2457 1 0 0 0 F (25,35] Married Technician
## 1846 1 0 0 0 F [15,25] Married Employee
## 493 1 0 0 0 F (35,45] Single Unskilled worker
## 653 1 1 1 0 F (45,55] Married Management
## 550 0 0 0 0 F (65,75] Married Employee
## 1833 0 0 0 0 M (75,85] Married Management
## 4304 0 1 0 0 F (35,45] Divorcee Employee
## 4110 0 0 1 1 F (65,75] Widower Unskilled worker
## 5333 0 0 0 0 M (25,35] Single Management
## 2093 0 1 1 0 F (35,45] Single Foreman
## 6894 0 0 0 0 M (25,35] Single Employee
## 5583 0 0 0 0 M [15,25] Single Technician
## 5294 0 0 0 0 M (45,55] Married Employee
## 2897 0 1 1 0 M (25,35] Married Foreman
## 3777 0 1 0 0 F (25,35] Married Employee
## 1404 1 0 0 0 F (65,75] Widower Employee
## 5837 1 1 1 0 M (25,35] Single Employee
## 4987 0 0 0 0 M (55,65] Married Management
## 4073 1 0 1 0 F (45,55] Married Employee
## 1526 0 0 0 0 M (25,35] Single Unskilled worker
## 1388 0 0 0 0 M (45,55] Married Unskilled worker
## 957 0 0 0 0 F (45,55] Divorcee Employee
## 1945 0 1 0 0 F (45,55] Married Management
## 1270 1 0 0 1 F (35,45] Married Employee
## 1997 0 1 0 0 F (65,75] Divorcee Foreman
## 6340 0 0 0 0 F [15,25] Single Employee
## 6627 0 0 0 0 F (45,55] Married Unskilled worker
## 546 0 0 0 0 M (45,55] Married Other
## 4641 0 0 0 0 M (65,75] Married Other
## 6193 0 0 0 1 F (65,75] Single Unskilled worker
## 4396 0 0 0 0 F (65,75] Remarried Manual labourer
## 5093 0 0 0 0 F (55,65] Married Unskilled worker
## 6229 0 0 0 0 M (85,100] Married Manual labourer
## 5370 0 0 0 0 M (65,75] Single Management
## 1145 0 0 0 0 M (65,75] Married Manual labourer
## 336 0 0 0 0 M (35,45] Married Manual labourer
## 13 1 1 0 0 M (65,75] Married Foreman
## 5329 0 0 0 0 M (35,45] Married Employee
## 1963 0 0 0 0 M (65,75] Married Management
## 912 0 1 0 0 F (35,45] Married Foreman
## 5238 0 0 0 0 F (45,55] Married Employee
## 6205 0 0 0 0 F (55,65] Married Employee
## 4464 0 0 0 0 F (25,35] Married Employee
## 5612 1 1 1 1 F (45,55] Married Employee
## 6190 1 1 0 0 F (85,100] Single Other
## 1801 1 1 0 1 M (45,55] Married Management
## 3458 0 0 1 1 M (25,35] Married Foreman
## 4693 1 0 0 0 F (65,75] Widower Employee
## 2687 0 0 0 0 F (45,55] Married Management
## 2639 0 0 0 0 M (25,35] Married Foreman
## 721 0 1 0 0 F (35,45] Married Unskilled worker
## 4121 1 0 1 0 F (55,65] Married Employee
## 5808 0 0 0 0 F (55,65] Married Foreman
## 3759 0 0 0 0 M (25,35] Married Employee
## 5632 1 1 0 0 M (65,75] Married Management
## 1797 0 0 0 0 F (55,65] Widower Manual labourer
## 5281 0 1 1 0 F (35,45] Married Employee
## 1670 0 1 1 0 F [15,25] Single Employee
## 3880 1 0 0 1 F (35,45] Remarried Employee
## 6076 1 0 0 0 F (25,35] Married Foreman
## 4644 1 1 0 0 M (55,65] Married Management
## 3717 0 0 0 0 M [15,25] Single Unskilled worker
## 4971 0 0 0 0 F (25,35] Remarried Management
## 4101 0 0 0 0 M (25,35] Married Manual labourer
## 1053 1 1 1 0 F (35,45] Married Management
## 3352 0 0 0 0 F (55,65] Widower Employee
## 2338 1 0 0 0 F (25,35] Married Employee
## 6150 0 0 0 0 M (45,55] Single Unskilled worker
## 5481 0 0 0 0 F (55,65] Married Employee
## 6482 1 1 0 0 M (55,65] Married Management
## 2712 0 0 0 0 F (35,45] Married Management
## 1649 0 0 0 0 F (55,65] Married Employee
## 33 0 0 0 0 M (75,85] Widower Management
## 5593 1 1 1 1 F (45,55] Married Management
## 1633 0 1 0 0 F (45,55] Married Employee
## 866 0 0 0 0 F (55,65] Married Manual labourer
## 567 1 0 0 0 F (55,65] Married Employee
## 3360 0 1 0 0 F [15,25] Married Employee
## 2873 0 0 1 0 F (65,75] Widower Foreman
## 1250 0 1 1 1 M (75,85] Remarried Management
## 2421 0 0 0 1 M (45,55] Married Manual labourer
## 5104 1 0 0 0 F (45,55] Widower Employee
## 3280 1 0 0 1 F [15,25] Single Employee
## 4674 1 1 0 0 F (25,35] Married Foreman
## 5274 0 1 0 0 M (65,75] Married Employee
## 2289 0 0 0 0 M (65,75] Married Manual labourer
## 3154 0 0 0 0 M (45,55] Married Unskilled worker
## 455 0 0 0 0 F (25,35] Married Employee
## 1016 1 1 0 0 M (35,45] Married Management
## 1538 0 1 0 0 M (25,35] Married Manual labourer
## 4995 0 0 0 0 F (55,65] Married Employee
## 2819 0 0 0 0 F (45,55] Married Unskilled worker
## 3529 1 0 0 1 M (35,45] Married Manual labourer
## 4919 0 0 0 0 M (45,55] Remarried Employee
## 5511 0 0 1 1 M (35,45] Remarried Manual labourer
## 1105 1 1 0 1 F (55,65] Widower Employee
## 2615 1 1 0 0 M (35,45] Married Management
## 400 0 0 0 0 M (45,55] Married Technician
## 6376 0 0 0 0 F (45,55] Single Technician
## 2997 0 1 0 0 F (25,35] Single Employee
## 5585 0 1 0 1 F (45,55] Married Foreman
## 4944 1 0 0 0 M (65,75] Married Management
## 3997 1 0 0 0 F (45,55] Married Employee
## 3225 0 1 0 0 F (25,35] Divorcee Employee
## 1507 0 0 0 0 M (35,45] Remarried Manual labourer
## 4220 1 0 0 0 M (55,65] Married Management
## 2242 0 0 0 0 M [15,25] Married Manual labourer
## 389 0 0 0 0 M (45,55] Married Manual labourer
## 3272 0 0 0 0 F (65,75] Widower Employee
## 5418 0 0 0 0 M (45,55] Single Manual labourer
## 2765 0 0 0 0 M (55,65] Married Manual labourer
## 4146 0 0 0 0 F (35,45] Married Employee
## 5141 1 1 1 0 M (25,35] Single Technician
## 3943 0 0 0 0 F (65,75] Married Employee
## 5455 0 0 0 0 F [15,25] Single Manual labourer
## 6775 0 0 0 0 M (55,65] Remarried Employee
## 2130 0 0 0 0 M (55,65] Married Management
## 1284 0 0 1 0 F (45,55] Remarried Employee
## 5654 1 1 0 0 F (35,45] Married Other
## 5940 0 0 0 0 F (35,45] Remarried Employee
## 726 0 0 0 0 M (45,55] Married Technician
## 2255 0 0 0 0 M (25,35] Single Technician
## 3900 0 0 0 0 M (45,55] Married Manual labourer
## 1484 0 0 0 0 F (25,35] Married Employee
## 2044 0 0 1 0 F (25,35] Single Employee
## 4869 0 0 0 0 F (75,85] Widower Manual labourer
## 6515 0 0 0 0 F (45,55] Divorcee Employee
## 1815 0 0 1 1 M (25,35] Single Manual labourer
## 2610 0 0 0 0 F (35,45] Married Employee
## 5893 0 0 0 0 F (65,75] Widower Foreman
## 3856 0 0 1 0 M (45,55] Married Management
## 4590 0 1 0 1 F (65,75] Married Employee
## 3240 0 0 0 0 F (55,65] Married Employee
## 2256 0 0 0 0 M (75,85] Widower Unskilled worker
## 5563 0 0 1 0 M (45,55] Divorcee Management
## 5990 1 1 0 0 M (45,55] Married Management
## 5242 1 1 1 0 F (25,35] Single Employee
## 6740 0 0 0 0 F (45,55] Remarried Unskilled worker
## 381 0 0 0 0 F (35,45] Married Management
## 4577 0 0 0 0 F (25,35] Married Management
## 5529 1 1 1 0 F (45,55] Married Management
## 5575 0 0 0 0 F (35,45] Married Other
## 3725 0 0 0 0 F (55,65] Married Foreman
## 1152 0 0 0 0 M (55,65] Remarried Manual labourer
## 2493 0 0 0 0 M (55,65] Divorcee Employee
## 4493 0 0 0 0 M (75,85] Married Management
## 1183 0 0 0 0 M (45,55] Married Manual labourer
## 1225 0 0 0 0 M [15,25] Single Unskilled worker
## 783 0 0 0 0 F (55,65] Divorcee Employee
## 155 0 0 0 0 F (65,75] Married Unskilled worker
## 6001 0 0 0 0 F (35,45] Single Employee
## 3452 0 1 0 1 F (45,55] Widower Unskilled worker
## 217 0 0 0 1 M (45,55] Divorcee Unskilled worker
## 4278 1 0 1 1 M [15,25] Single Employee
## 3508 0 0 0 0 F (25,35] Married Employee
## 2754 1 0 0 0 F (35,45] Single Management
## 6591 1 0 1 0 F (25,35] Single Unskilled worker
## 6693 1 1 1 0 F (35,45] Divorcee Other
## 2011 1 0 0 0 F [15,25] Single Unskilled worker
## 4427 0 1 0 0 F (75,85] Married Employee
## 6254 1 1 0 0 M [15,25] Single Foreman
## 3075 0 0 0 1 M (25,35] Single Manual labourer
## 1546 0 0 0 0 M (45,55] Remarried Management
## 3762 0 0 0 0 M (45,55] Married Technician
## 4067 1 1 0 0 M (35,45] Married Foreman
## 4287 0 0 0 0 F (45,55] Widower Management
## 1527 1 0 0 0 F (55,65] Widower Management
## 6016 0 1 0 0 M (55,65] Widower Manual labourer
## 2663 0 0 0 0 M (45,55] Married Foreman
## 6667 1 0 0 1 M (55,65] Married Management
## 3620 1 0 1 0 F (35,45] Married Management
## 2211 0 0 0 0 M (25,35] Divorcee Technician
## 3180 1 1 0 0 F (45,55] Widower Employee
## 3832 0 0 0 0 M (45,55] Married Manual labourer
## 6292 0 0 0 0 F (35,45] Widower Employee
## 4174 0 1 0 0 F (45,55] Divorcee Employee
## 6462 0 0 0 0 M (25,35] Single Employee
## 3663 0 1 0 0 F (45,55] Divorcee Technician
## 1097 1 1 0 1 M (25,35] Single Manual labourer
## 3892 0 0 0 0 F (55,65] Divorcee Management
## 932 0 0 0 0 F (65,75] Married Employee
## 3169 0 1 0 0 M (25,35] Married Manual labourer
## 2710 0 0 0 0 M (65,75] Single Unskilled worker
## 6888 0 0 0 0 M (75,85] Married Other
## 2017 0 0 1 0 F [15,25] Single Manual labourer
## 69 0 1 1 0 M (25,35] Single Management
## 2035 1 0 0 0 F (55,65] Married Employee
## 4954 0 1 1 0 M (25,35] Single Employee
## 2814 0 0 0 0 M (35,45] Married Manual labourer
## 6239 0 0 0 0 M (25,35] Married Manual labourer
## 4454 0 0 0 0 F (45,55] Married Employee
## 4360 0 1 0 0 F (45,55] Single Employee
## 2815 0 0 0 0 M (55,65] Divorcee Management
## 2919 0 0 0 1 M (35,45] Married Technician
## 6439 0 0 0 0 M (35,45] Married Manual labourer
## 4551 0 0 0 0 F [15,25] Single Employee
## 124 1 0 0 0 F (35,45] Married Employee
## 5901 0 1 0 0 F (75,85] Widower Employee
## 4318 0 0 0 0 F (55,65] Married Employee
## 269 1 0 0 0 M (75,85] Widower Foreman
## 4311 0 0 0 0 F (45,55] Remarried Manual labourer
## 1231 1 1 0 0 F [15,25] Single Foreman
## 1862 0 0 0 0 F (45,55] Remarried Management
## 3616 1 1 1 0 M (65,75] Divorcee Manual labourer
## 4804 0 0 0 1 M (65,75] Married Unskilled worker
## 1328 0 0 0 0 F (55,65] Single Management
## 5962 0 0 0 0 F (45,55] Married Employee
## 2678 1 0 0 0 F (45,55] Married Foreman
## 6681 0 0 0 0 F (45,55] Married Employee
## 3983 0 0 0 0 M (45,55] Married Employee
## 1385 1 1 0 1 F (55,65] Married Employee
## 5359 0 0 0 0 M (35,45] Single Manual labourer
## 4698 1 1 0 0 F (45,55] Married Foreman
## 606 0 0 0 0 M (35,45] Married Unskilled worker
## 5952 1 1 0 0 M (25,35] Single Employee
## 5643 0 0 0 1 M (65,75] Widower Management
## 4459 0 1 0 0 F (45,55] Widower Employee
## 6832 1 0 1 1 F (35,45] Married Employee
## 6236 0 1 0 0 M (45,55] Single Unskilled worker
## 824 1 0 1 0 M [15,25] Single Other
## 3219 0 0 0 0 M (35,45] Married Foreman
## 3923 1 1 0 0 M (45,55] Married Management
## 2763 0 0 1 0 M (75,85] Married Manual labourer
## 6497 1 0 0 0 F (25,35] Married Management
## 70 1 1 1 0 F (65,75] Divorcee Employee
## 162 1 0 0 0 M (25,35] Married Management
## 5771 0 0 0 0 M (55,65] Married Employee
## 2926 0 0 0 0 F (35,45] Married Employee
## 4432 0 0 0 0 M (55,65] Married Employee
## 1297 1 1 0 0 F (45,55] Married Management
## 5600 0 0 0 0 M (35,45] Married Foreman
## 2790 0 0 0 1 M (35,45] Divorcee Employee
## 5520 1 1 0 1 F (45,55] Married Employee
## 1826 0 1 0 0 M (35,45] Single Foreman
## 3319 0 1 0 0 F (35,45] Married Foreman
## 644 0 0 1 0 F (35,45] Married Management
## 316 1 1 1 0 M (65,75] Divorcee Management
## 2150 0 0 0 0 M (45,55] Married Employee
## 4349 0 0 0 0 M (55,65] Divorcee Unskilled worker
## 6733 0 0 0 0 M (45,55] Divorcee Employee
## 5741 0 0 0 0 M (65,75] Married Employee
## 4558 1 1 0 0 M (45,55] Divorcee Manual labourer
## 3591 0 0 0 0 F [15,25] Single Manual labourer
## 2310 0 1 1 1 M (45,55] Remarried Technician
## 5722 1 1 0 0 F (35,45] Married Management
## 6866 0 0 0 0 M (35,45] Single Manual labourer
## 1323 1 1 1 0 F (25,35] Married Employee
## 3359 0 1 0 0 F (35,45] Single Employee
## 5253 0 1 0 0 F (55,65] Married Employee
## 5850 0 0 0 0 M (25,35] Married Manual labourer
## 1600 0 0 0 0 F (45,55] Married Employee
## 4275 0 0 1 0 F (45,55] Married Employee
## 128 1 1 1 0 F (25,35] Single Management
## 1912 0 0 0 0 M (45,55] Divorcee Manual labourer
## 2058 0 0 0 0 F (65,75] Married Employee
## 6061 0 0 0 0 M (45,55] Married Employee
## 2102 0 0 0 0 F (65,75] Married Technician
## 206 1 1 1 1 F (45,55] Divorcee Employee
## 4880 0 0 0 0 F (55,65] Married Employee
## 5187 0 0 0 0 M [15,25] Single Unskilled worker
## 5124 0 0 0 0 F (65,75] Widower Technician
## 4342 1 1 1 0 M (35,45] Single Technician
## 6233 0 0 0 0 M (55,65] Married Management
## 1261 1 0 1 1 M (25,35] Single Manual labourer
## 301 0 0 0 0 M (35,45] Single Employee
## 6309 0 0 0 0 F (65,75] Married Other
## 6597 1 0 0 0 M (55,65] Married Management
## 2656 0 0 0 0 M (25,35] Single Unskilled worker
## 5726 0 0 1 0 F [15,25] Single Unskilled worker
## 6576 0 0 1 0 M (35,45] Divorcee Unskilled worker
## 5779 1 1 0 0 M (55,65] Married Foreman
## 2755 0 0 0 0 F (35,45] Married Employee
## 3732 0 0 0 1 M (25,35] Single Manual labourer
## 1469 0 0 0 0 M (45,55] Married Unskilled worker
## 2126 0 1 1 0 M (65,75] Widower Management## Show Exhib Play.M Collect Gender Age Marital.St Prof
## 4 0 0 0 0 M (45,55] Married Manual labourer
## 24 1 1 0 1 M (35,45] Remarried Other
## 28 1 1 0 0 F (65,75] Married Employee
## 29 0 1 0 0 M [15,25] Single Manual labourer
## 30 1 1 0 0 F (45,55] Divorcee Management
## 34 1 1 0 0 M (55,65] Remarried Management
## 35 0 0 0 0 M (45,55] Married Unskilled worker
## 38 1 0 0 0 M (25,35] Married Other
## 41 1 1 1 0 F (45,55] Single Employee
## 44 1 1 0 0 M (25,35] Single Management
## 45 1 1 0 0 F (25,35] Divorcee Unskilled worker
## 59 1 0 0 0 M (65,75] Single Technician
## 64 0 0 0 0 F (65,75] Divorcee Employee
## 65 0 0 0 0 F (45,55] Married Employee
## 73 1 1 0 0 M (35,45] Single Foreman
## 75 1 1 1 0 F [15,25] Single Employee
## 80 0 1 0 0 M (45,55] Married Management
## 83 1 1 0 0 M (35,45] Remarried Employee
## 96 1 1 0 0 F (45,55] Married Management
## 97 1 0 1 0 F (35,45] Married Employee
## 111 1 1 1 0 F (65,75] Married Employee
## 120 1 1 1 0 M [15,25] Single Management
## 121 1 1 0 0 F (35,45] Single Employee
## 130 0 0 0 0 F (75,85] Divorcee Employee
## 132 0 0 0 0 F (25,35] Single Other
## 133 0 0 0 0 F (35,45] Single Employee
## 134 0 1 0 0 F (35,45] Married Management
## 137 1 1 1 1 M (45,55] Divorcee Management
## 146 0 0 0 0 F (25,35] Single Foreman
## 148 0 1 0 0 M (35,45] Married Manual labourer
## 150 1 0 0 0 M (25,35] Single Management
## 156 0 0 0 0 M (45,55] Married Employee
## 160 0 0 0 0 F (85,100] Widower Employee
## 174 0 0 0 0 M (35,45] Married Management
## 175 0 0 0 0 M (35,45] Married Management
## 179 1 1 0 1 M (25,35] Single Employee
## 182 1 1 0 0 F (45,55] Married Foreman
## 191 0 1 0 1 M (35,45] Single Manual labourer
## 194 1 1 0 0 F (55,65] Divorcee Management
## 197 1 0 0 0 F (45,55] Married Employee
## 208 0 0 0 0 F (25,35] Married Employee
## 212 1 0 0 0 F (35,45] Married Employee
## 233 0 1 0 1 M (45,55] Married Management
## 239 0 0 1 0 M (35,45] Married Employee
## 246 0 0 0 0 M (25,35] Married Management
## 251 1 1 0 0 M (45,55] Remarried Manual labourer
## 265 1 1 0 0 M (65,75] Married Management
## 277 1 0 0 0 F [15,25] Single Employee
## 280 0 0 0 0 M (55,65] Married Foreman
## 287 1 1 1 0 F (65,75] Single Management
## 290 1 0 0 0 M (35,45] Married Manual labourer
## 293 1 1 1 0 F (55,65] Married Employee
## 295 0 0 0 0 F (25,35] Married Employee
## 298 0 0 0 0 F (25,35] Married Employee
## 317 1 0 0 1 F (45,55] Married Management
## 325 0 1 1 0 M (25,35] Single Employee
## 327 0 0 0 0 M (25,35] Married Technician
## 331 0 1 0 1 M (25,35] Single Foreman
## 335 0 0 0 0 M (65,75] Single Employee
## 337 0 0 0 0 F (35,45] Single Employee
## 342 1 0 0 0 F (35,45] Single Management
## 350 0 0 0 0 F (45,55] Remarried Manual labourer
## 351 0 0 0 0 F (35,45] Remarried Manual labourer
## 353 0 0 1 0 F (45,55] Married Foreman
## 370 1 1 1 0 M (25,35] Single Manual labourer
## 374 1 0 0 0 F (25,35] Single Foreman
## 379 0 0 0 0 F (65,75] Widower Foreman
## 385 0 0 0 0 F (75,85] Married Management
## 387 0 0 0 1 M (65,75] Married Foreman
## 388 0 0 0 0 M (35,45] Married Management
## 392 0 0 0 0 F (25,35] Single Unskilled worker
## 393 0 0 0 0 F (35,45] Married Employee
## 397 0 0 0 0 M (25,35] Married Technician
## 399 0 0 0 0 F (55,65] Married Technician
## 403 0 0 0 0 M (55,65] Married Manual labourer
## 409 0 0 0 0 F (55,65] Married Manual labourer
## 411 0 0 0 0 F (45,55] Married Employee
## 425 0 0 0 0 M (65,75] Divorcee Manual labourer
## 426 0 0 0 0 F [15,25] Single Unskilled worker
## 427 1 1 0 0 F (35,45] Divorcee Foreman
## 435 0 0 0 0 M (55,65] Married Foreman
## 439 0 0 0 1 F [15,25] Single Employee
## 441 0 0 0 0 F (45,55] Remarried Other
## 442 1 0 0 0 F (35,45] Married Employee
## 447 1 0 1 0 F (35,45] Divorcee Other
## 450 0 1 0 0 F (65,75] Widower Unskilled worker
## 452 0 0 0 0 M (35,45] Single Manual labourer
## 459 0 0 0 0 F (35,45] Widower Employee
## 460 0 0 0 0 F (35,45] Married Employee
## 463 1 1 0 0 F (25,35] Married Foreman
## 464 0 0 0 0 M (45,55] Divorcee Manual labourer
## 468 0 0 0 1 M (45,55] Married Foreman
## 479 0 0 0 0 F (35,45] Married Employee
## 489 0 1 0 0 F (45,55] Married Unskilled worker
## 490 0 0 0 0 F (25,35] Married Management
## 502 1 1 1 0 F (25,35] Married Employee
## 503 0 0 0 1 F (45,55] Married Employee
## 504 0 0 0 0 M (25,35] Single Employee
## 505 0 0 0 1 F (45,55] Married Employee
## 506 0 0 0 0 M (45,55] Married Manual labourer
## 510 0 0 0 0 M (65,75] Married Employee
## 512 1 0 0 0 F (35,45] Married Employee
## 526 1 1 1 1 M (35,45] Married Management
## 544 0 0 0 1 M [15,25] Single Manual labourer
## 545 0 0 0 0 F (75,85] Married Employee
## 556 0 0 1 0 M (35,45] Single Manual labourer
## 559 0 1 0 0 F (35,45] Single Other
## 568 0 0 0 0 M (25,35] Single Other
## 571 1 0 0 0 F (65,75] Remarried Employee
## 573 0 0 0 0 M (45,55] Married Unskilled worker
## 577 0 0 0 0 M (65,75] Married Manual labourer
## 598 0 1 0 0 M (55,65] Remarried Employee
## 601 0 1 0 0 F (35,45] Married Employee
## 602 1 1 0 0 M (45,55] Married Management
## 605 1 1 0 0 M (25,35] Single Foreman
## 612 0 1 0 0 F (25,35] Divorcee Employee
## 618 1 0 1 0 F (65,75] Married Employee
## 619 0 0 0 0 M (75,85] Married Employee
## 620 1 1 0 0 M (65,75] Remarried Manual labourer
## 622 0 0 0 0 M (45,55] Married Manual labourer
## 640 0 0 0 0 M (35,45] Single Unskilled worker
## 641 0 0 0 0 M (25,35] Single Other
## 647 0 1 0 0 F (35,45] Single Employee
## 648 0 0 0 1 F (45,55] Married Employee
## 655 0 0 0 0 M [15,25] Single Unskilled worker
## 662 0 0 0 0 M (45,55] Single Manual labourer
## 679 0 0 0 0 F [15,25] Single Employee
## 684 1 0 0 0 M (55,65] Divorcee Employee
## 688 0 0 0 0 M [15,25] Single Manual labourer
## 694 0 0 0 0 M (75,85] Married Manual labourer
## 707 1 1 0 0 F (55,65] Divorcee Employee
## 712 0 0 0 0 M (55,65] Married Manual labourer
## 725 1 1 1 1 F (35,45] Single Employee
## 730 0 0 0 0 F (25,35] Married Foreman
## 731 1 0 1 0 M (25,35] Single Employee
## 733 0 0 0 1 M (45,55] Married Manual labourer
## 736 0 0 0 0 F (25,35] Divorcee Unskilled worker
## 738 1 0 0 0 F (45,55] Remarried Management
## 743 1 1 1 1 F (45,55] Single Employee
## 749 0 0 0 0 M (45,55] Married Manual labourer
## 751 1 0 0 0 M (25,35] Married Management
## 755 0 0 0 0 F (25,35] Single Employee
## 756 0 0 0 0 F (55,65] Married Foreman
## 763 1 0 0 0 M (35,45] Married Technician
## 769 1 1 0 0 F (35,45] Remarried Employee
## 771 0 0 0 0 M (35,45] Married Employee
## 772 1 0 0 0 M (45,55] Married Foreman
## 789 0 0 0 0 M (45,55] Married Manual labourer
## 791 0 1 0 0 M (45,55] Married Unskilled worker
## 792 0 0 0 0 M (55,65] Married Management
## 794 0 1 0 0 M (25,35] Married Manual labourer
## 802 0 0 0 0 F (55,65] Widower Employee
## 811 0 0 1 1 F (45,55] Remarried Employee
## 812 0 1 0 0 F (35,45] Single Management
## 820 0 1 0 1 F (45,55] Married Employee
## 825 0 0 0 0 M (35,45] Married Foreman
## 831 0 0 0 0 F (25,35] Single Employee
## 833 0 1 0 0 F (65,75] Married Employee
## 841 1 0 0 0 M [15,25] Single Manual labourer
## 850 0 0 0 1 F (35,45] Married Unskilled worker
## 853 0 0 0 0 F (55,65] Married Unskilled worker
## 854 0 0 0 0 F (25,35] Single Unskilled worker
## 861 0 0 0 0 M (25,35] Married Foreman
## 868 0 0 0 0 F [15,25] Single Employee
## 870 0 0 0 0 M (25,35] Married Manual labourer
## 872 0 0 1 0 M [15,25] Single Unskilled worker
## 878 1 1 0 0 F (25,35] Married Management
## 886 0 0 0 0 M (75,85] Married Unskilled worker
## 887 1 0 0 1 F (45,55] Single Employee
## 889 0 0 0 0 M (25,35] Married Foreman
## 901 0 0 0 1 M (65,75] Married Management
## 909 0 0 0 0 M (65,75] Remarried Manual labourer
## 913 1 0 0 0 F [15,25] Single Management
## 914 0 0 0 0 M [15,25] Single Employee
## 929 1 0 0 0 M (25,35] Married Manual labourer
## 934 0 1 0 0 M (35,45] Married Management
## 935 0 0 0 0 F (45,55] Widower Manual labourer
## 943 0 0 0 0 M (25,35] Married Employee
## 944 0 0 0 0 F (75,85] Married Foreman
## 946 0 0 0 0 M (65,75] Married Manual labourer
## 954 0 0 0 0 M (65,75] Married Manual labourer
## 958 0 0 0 0 M (45,55] Married Management
## 968 0 0 0 0 M (45,55] Married Employee
## 973 0 0 0 0 F (55,65] Married Employee
## 975 0 1 0 0 M (25,35] Single Manual labourer
## 995 0 0 0 0 F (35,45] Married Manual labourer
## 996 0 0 0 0 M (45,55] Married Technician
## 998 0 0 0 0 F (35,45] Single Foreman
## 1003 0 0 0 0 M (45,55] Married Technician
## 1004 0 0 0 0 M (35,45] Married Manual labourer
## 1007 0 0 0 0 M (75,85] Widower Unskilled worker
## 1009 0 0 0 0 M (55,65] Married Manual labourer
## 1014 0 0 0 0 F (45,55] Married Unskilled worker
## 1021 0 0 1 0 F (45,55] Divorcee Unskilled worker
## 1030 1 0 0 0 F (45,55] Married Unskilled worker
## 1032 0 0 0 0 M (55,65] Married Manual labourer
## 1033 1 1 1 0 F (45,55] Married Management
## 1042 1 0 0 0 M (35,45] Single Foreman
## 1048 0 0 0 0 F (25,35] Single Management
## 1054 0 1 0 0 F [15,25] Single Management
## 1059 1 1 0 0 F (45,55] Married Manual labourer
## 1061 0 0 0 0 F (55,65] Married Employee
## 1065 0 0 0 0 F (45,55] Divorcee Employee
## 1066 1 0 0 0 F (35,45] Married Foreman
## 1067 0 1 0 0 M (55,65] Married Manual labourer
## 1074 0 0 0 1 M (45,55] Married Manual labourer
## 1076 0 0 0 0 M (35,45] Single Management
## 1079 0 1 0 1 F (35,45] Divorcee Foreman
## 1082 0 0 0 1 F (25,35] Married Manual labourer
## 1086 0 1 0 0 F (45,55] Widower Unskilled worker
## 1087 1 1 0 1 F (45,55] Married Employee
## 1088 0 0 0 0 M [15,25] Single Manual labourer
## 1090 1 1 0 0 F (45,55] Married Technician
## 1100 1 0 1 0 F (25,35] Divorcee Employee
## 1104 0 0 0 0 F [15,25] Single Employee
## 1106 0 0 0 1 F (55,65] Divorcee Employee
## 1107 0 0 0 0 F (45,55] Married Employee
## 1115 0 1 0 0 M (55,65] Married Management
## 1116 0 0 0 0 F (55,65] Married Employee
## 1124 1 1 1 0 M (25,35] Single Foreman
## 1136 0 1 0 0 F (45,55] Married Management
## 1139 1 1 1 0 F (45,55] Married Technician
## 1140 0 0 0 0 F (25,35] Married Employee
## 1141 0 1 1 0 M (35,45] Married Foreman
## 1148 1 0 0 0 F (35,45] Single Employee
## 1151 0 0 0 0 M (35,45] Married Technician
## 1153 0 0 0 1 M (25,35] Single Manual labourer
## 1157 1 0 1 0 F (35,45] Married Employee
## 1158 0 0 0 0 F (55,65] Married Manual labourer
## 1165 0 0 1 0 F (35,45] Married Employee
## 1174 0 0 0 0 F [15,25] Single Employee
## 1177 0 0 0 0 F (45,55] Married Employee
## 1178 0 0 0 0 M (45,55] Married Manual labourer
## 1180 0 0 0 0 M (55,65] Married Manual labourer
## 1181 0 0 0 0 F (55,65] Widower Employee
## 1187 0 0 0 1 M (25,35] Married Manual labourer
## 1193 1 1 1 0 F (25,35] Married Employee
## 1198 1 0 0 0 M [15,25] Single Employee
## 1204 0 0 0 0 F (45,55] Married Employee
## 1207 0 1 1 0 M (35,45] Single Management
## 1210 0 1 0 1 F (25,35] Divorcee Unskilled worker
## 1222 1 1 0 0 F (55,65] Divorcee Management
## 1229 0 0 0 0 M (35,45] Divorcee Employee
## 1232 0 0 0 0 M (55,65] Divorcee Unskilled worker
## 1237 0 0 0 0 F (45,55] Divorcee Employee
## 1238 1 1 0 0 M [15,25] Single Technician
## 1240 0 0 0 0 M (45,55] Single Foreman
## 1241 1 0 0 0 F (25,35] Married Employee
## 1242 0 0 0 0 F (55,65] Divorcee Foreman
## 1245 0 1 1 1 F (25,35] Remarried Employee
## 1254 0 0 0 0 M (55,65] Married Manual labourer
## 1255 0 0 0 0 M [15,25] Single Manual labourer
## 1259 0 1 0 1 F (45,55] Married Employee
## 1267 0 0 0 0 M (65,75] Widower Management
## 1271 0 0 0 0 M (45,55] Divorcee Foreman
## 1272 0 1 0 1 F (35,45] Married Employee
## 1288 0 1 0 0 M (65,75] Remarried Management
## 1292 1 0 0 0 F (45,55] Widower Technician
## 1294 0 0 0 1 F (45,55] Single Unskilled worker
## 1296 1 0 0 0 F (25,35] Single Unskilled worker
## 1308 0 0 0 0 F (35,45] Married Employee
## 1309 0 0 0 1 F (55,65] Divorcee Employee
## 1313 1 0 1 0 M (35,45] Married Foreman
## 1316 0 0 1 0 F (25,35] Married Employee
## 1321 0 0 0 0 M (45,55] Divorcee Technician
## 1324 0 1 0 0 F (25,35] Single Employee
## 1329 0 0 0 0 F (25,35] Single Unskilled worker
## 1330 0 0 0 0 F (25,35] Single Foreman
## 1337 0 0 0 0 F (45,55] Married Other
## 1340 0 0 0 0 F (45,55] Married Employee
## 1345 0 1 0 0 F (45,55] Married Management
## 1347 0 0 0 0 F (65,75] Married Foreman
## 1362 1 1 0 0 F (35,45] Married Employee
## 1368 1 0 0 0 M (25,35] Single Manual labourer
## 1379 0 0 0 0 M (35,45] Married Manual labourer
## 1380 1 1 1 0 M (25,35] Married Management
## 1384 0 0 0 0 F (35,45] Married Employee
## 1386 0 1 0 0 F (35,45] Married Employee
## 1394 0 1 1 0 F (35,45] Married Employee
## 1402 0 0 0 0 F (35,45] Married Employee
## 1414 0 0 0 0 F (45,55] Remarried Employee
## 1416 0 0 0 0 F (45,55] Married Employee
## 1421 0 0 0 0 M (25,35] Single Technician
## 1433 0 0 0 0 M [15,25] Single Other
## 1442 1 1 0 0 F (45,55] Divorcee Employee
## 1455 1 1 0 1 M (55,65] Remarried Management
## 1461 1 1 1 1 M (45,55] Married Management
## 1464 1 1 1 0 F (45,55] Single Management
## 1466 1 1 0 0 M (45,55] Married Management
## 1467 1 0 0 0 M (35,45] Single Other
## 1470 0 0 0 0 M [15,25] Single Manual labourer
## 1475 1 0 1 0 F (55,65] Married Employee
## 1477 1 1 0 0 M (55,65] Married Management
## 1495 0 0 0 1 F (45,55] Married Employee
## 1496 1 1 1 1 F (55,65] Married Management
## 1498 0 0 0 0 M (45,55] Married Technician
## 1501 1 0 0 0 F (25,35] Married Employee
## 1502 1 0 0 0 M (45,55] Married Manual labourer
## 1503 1 1 0 0 F [15,25] Single Employee
## 1512 0 0 1 0 F (35,45] Single Employee
## 1516 0 1 0 0 F (75,85] Married Foreman
## 1517 1 0 0 1 F (25,35] Single Employee
## 1518 0 0 0 0 M (25,35] Single Unskilled worker
## 1524 0 0 0 0 M (45,55] Married Manual labourer
## 1525 0 0 0 0 M (25,35] Married Employee
## 1532 0 0 0 0 M (65,75] Married Manual labourer
## 1536 0 0 1 0 F (45,55] Married Employee
## 1555 1 0 0 0 F (45,55] Married Employee
## 1558 1 1 0 1 M (35,45] Married Employee
## 1561 1 0 1 0 M [15,25] Single Technician
## 1562 0 0 0 0 M (35,45] Divorcee Other
## 1572 0 0 0 0 F (25,35] Married Employee
## 1573 1 1 0 0 F (65,75] Married Manual labourer
## 1576 0 0 0 0 F (55,65] Married Employee
## 1582 0 1 0 0 M (35,45] Married Management
## 1588 0 1 0 0 M (35,45] Married Manual labourer
## 1598 0 0 0 0 M (65,75] Married Manual labourer
## 1599 0 1 0 1 M (25,35] Married Employee
## 1604 0 0 0 0 M (35,45] Married Employee
## 1606 1 1 0 1 F (75,85] Widower Management
## 1620 0 0 0 0 F (75,85] Divorcee Manual labourer
## 1622 0 0 0 0 F (45,55] Married Employee
## 1628 0 0 0 1 F (25,35] Single Manual labourer
## 1630 0 0 0 0 M (35,45] Married Manual labourer
## 1645 0 0 0 1 M (65,75] Married Unskilled worker
## 1646 1 1 0 0 F (35,45] Married Employee
## 1648 0 0 0 0 M (55,65] Married Foreman
## 1652 0 0 0 0 F (55,65] Married Unskilled worker
## 1663 0 0 0 0 F (35,45] Married Employee
## 1666 0 0 0 0 F (45,55] Married Unskilled worker
## 1667 0 0 0 0 F (55,65] Married Unskilled worker
## 1671 0 0 0 0 M (65,75] Single Manual labourer
## 1673 0 0 0 0 M (25,35] Single Unskilled worker
## 1684 0 0 0 0 M (35,45] Remarried Manual labourer
## 1687 1 0 0 0 M (25,35] Married Management
## 1689 0 0 0 0 M (25,35] Single Employee
## 1693 1 0 0 0 M (55,65] Single Employee
## 1697 0 0 0 0 M (35,45] Married Manual labourer
## 1705 1 1 0 0 M (25,35] Married Management
## 1710 0 1 0 0 M (55,65] Married Employee
## 1714 0 1 1 1 F (35,45] Divorcee Management
## 1715 0 0 0 1 M (25,35] Single Employee
## 1716 0 0 0 0 F (45,55] Married Employee
## 1721 0 1 0 1 F (55,65] Married Management
## 1722 0 0 1 0 F (55,65] Married Manual labourer
## 1729 0 0 0 0 M (85,100] Married Other
## 1739 0 0 0 0 F (45,55] Married Unskilled worker
## 1741 0 0 0 0 F (35,45] Married Manual labourer
## 1744 0 0 0 0 M [15,25] Single Manual labourer
## 1757 0 0 0 0 F (65,75] Married Other
## 1760 0 0 0 0 M (45,55] Married Technician
## 1770 1 1 1 1 M (65,75] Married Management
## 1774 1 1 1 0 M (55,65] Married Management
## 1775 0 0 0 0 M (25,35] Married Management
## 1776 1 1 0 1 F (45,55] Married Foreman
## 1784 1 1 0 0 M (55,65] Widower Management
## 1787 1 0 0 0 F (25,35] Married Management
## 1788 0 0 0 0 M (35,45] Single Unskilled worker
## 1790 1 1 0 0 F (45,55] Married Manual labourer
## 1795 1 1 0 0 M (45,55] Married Management
## 1796 1 1 1 0 M (25,35] Single Technician
## 1808 0 1 1 0 M (65,75] Married Management
## 1809 0 1 1 0 F (55,65] Married Employee
## 1817 0 0 1 0 M [15,25] Single Employee
## 1818 0 0 0 0 F (65,75] Widower Employee
## 1823 0 1 0 1 M (25,35] Married Management
## 1824 0 0 0 0 M (55,65] Remarried Management
## 1831 0 0 0 0 M (45,55] Married Manual labourer
## 1835 0 0 0 0 M [15,25] Married Management
## 1839 1 0 0 1 F (45,55] Married Technician
## 1842 0 0 0 0 M (45,55] Remarried Manual labourer
## 1861 1 1 0 0 F (45,55] Divorcee Employee
## 1864 0 1 0 0 F (35,45] Married Management
## 1866 0 0 0 0 M (35,45] Married Employee
## 1869 0 0 0 0 M (45,55] Married Technician
## 1872 1 0 0 0 M (45,55] Married Foreman
## 1874 1 1 0 0 M (45,55] Married Foreman
## 1876 0 0 0 0 M (25,35] Married Technician
## 1887 0 1 1 0 M (25,35] Single Foreman
## 1889 0 0 0 0 F (55,65] Married Unskilled worker
## 1891 1 1 1 0 M (45,55] Married Management
## 1892 1 0 1 0 F (45,55] Divorcee Foreman
## 1895 0 0 0 0 F (75,85] Widower Employee
## 1897 0 1 0 1 M (55,65] Married Management
## 1904 0 1 1 1 F (35,45] Single Employee
## 1906 0 0 0 0 F (25,35] Divorcee Employee
## 1908 0 0 0 0 M (45,55] Married Management
## 1910 1 1 1 1 F (25,35] Married Management
## 1915 0 0 0 0 F (55,65] Single Unskilled worker
## 1926 0 0 0 0 M (35,45] Single Management
## 1929 0 0 0 0 M [15,25] Single Unskilled worker
## 1931 0 0 0 0 M (25,35] Single Employee
## 1935 0 0 0 0 M (25,35] Married Technician
## 1937 0 0 0 1 F (65,75] Widower Employee
## 1938 0 0 1 0 F (45,55] Married Unskilled worker
## 1939 0 0 0 0 F (55,65] Married Manual labourer
## 1941 0 1 0 0 F (55,65] Married Unskilled worker
## 1947 1 0 0 0 F (55,65] Divorcee Employee
## 1948 1 1 1 1 F (35,45] Married Other
## 1950 0 0 0 0 M (75,85] Married Manual labourer
## 1953 0 0 0 0 F (45,55] Married Unskilled worker
## 1957 0 1 0 0 M (35,45] Single Management
## 1971 0 0 0 0 M (45,55] Married Management
## 1979 0 0 0 0 F (65,75] Widower Foreman
## 1981 0 1 0 0 M (55,65] Married Management
## 1985 0 0 0 0 M [15,25] Single Other
## 1992 1 0 0 0 F (65,75] Widower Employee
## 1998 0 0 0 0 F (55,65] Married Foreman
## 2000 1 0 0 0 M (55,65] Married Foreman
## 2009 1 0 1 1 F (25,35] Married Employee
## 2015 0 0 0 0 M (55,65] Married Manual labourer
## 2020 0 0 0 0 F (35,45] Single Employee
## 2026 0 0 0 0 M (35,45] Married Unskilled worker
## 2027 1 0 0 0 M (65,75] Married Technician
## 2029 0 0 0 0 F (65,75] Married Employee
## 2055 1 1 1 1 F (55,65] Remarried Management
## 2066 0 0 0 0 F (65,75] Widower Employee
## 2075 0 1 0 1 F (45,55] Remarried Employee
## 2077 0 0 0 1 F (35,45] Married Employee
## 2090 0 0 0 0 M (35,45] Divorcee Manual labourer
## 2094 0 1 1 1 F (55,65] Married Employee
## 2096 0 0 0 0 M (25,35] Married Employee
## 2104 0 1 0 0 F (65,75] Married Unskilled worker
## 2132 0 0 0 0 M (55,65] Married Manual labourer
## 2133 0 0 0 1 M (45,55] Married Manual labourer
## 2142 0 0 0 0 F (75,85] Widower Management
## 2143 0 1 1 0 F (45,55] Married Manual labourer
## 2147 0 0 0 0 F [15,25] Single Employee
## 2159 0 1 0 0 M (65,75] Remarried Foreman
## 2161 0 0 0 0 F (45,55] Remarried Employee
## 2165 0 0 0 0 M (35,45] Married Manual labourer
## 2175 0 0 0 0 F (25,35] Married Employee
## 2180 0 0 0 0 M (25,35] Single Employee
## 2193 0 0 0 0 M (45,55] Married Manual labourer
## 2197 0 0 0 0 F (65,75] Divorcee Employee
## 2203 0 0 0 0 M (25,35] Married Foreman
## 2205 0 1 0 0 F (35,45] Married Employee
## 2212 0 1 0 0 M (45,55] Married Technician
## 2213 0 0 1 0 M (35,45] Remarried Technician
## 2219 1 0 0 0 F (45,55] Widower Manual labourer
## 2227 0 0 0 0 F (55,65] Married Manual labourer
## 2229 0 0 0 0 F (55,65] Widower Employee
## 2230 0 0 0 0 F (35,45] Single Manual labourer
## 2235 1 0 0 0 F (45,55] Married Other
## 2241 0 1 1 0 F (45,55] Remarried Foreman
## 2245 0 0 0 0 F (35,45] Married Employee
## 2246 1 0 0 0 F (35,45] Divorcee Employee
## 2270 1 0 1 0 M (45,55] Married Management
## 2271 1 0 0 0 F (45,55] Married Employee
## 2273 0 0 0 0 M (65,75] Widower Unskilled worker
## 2279 0 0 0 0 M (35,45] Married Manual labourer
## 2282 0 0 0 0 F (55,65] Divorcee Unskilled worker
## 2284 0 0 0 1 F (45,55] Single Employee
## 2290 1 0 0 0 F (45,55] Married Employee
## 2295 0 0 0 0 F (35,45] Married Employee
## 2300 0 1 0 0 F (55,65] Married Employee
## 2301 0 1 0 0 M (45,55] Married Employee
## 2307 0 0 0 0 M [15,25] Single Manual labourer
## 2311 0 0 1 0 F (35,45] Married Employee
## 2312 0 0 0 0 F (65,75] Divorcee Employee
## 2317 0 0 0 0 F (65,75] Widower Employee
## 2321 0 0 0 0 M (65,75] Remarried Foreman
## 2324 1 1 1 0 F (25,35] Married Employee
## 2330 0 0 0 0 M (45,55] Married Foreman
## 2342 0 0 0 0 M (65,75] Single Unskilled worker
## 2348 1 1 0 0 M (35,45] Single Management
## 2351 0 0 0 0 F (65,75] Married Employee
## 2355 0 0 0 0 F (45,55] Married Employee
## 2361 0 0 0 0 F (55,65] Married Unskilled worker
## 2362 1 1 1 0 F (25,35] Single Employee
## 2363 0 1 0 1 M (25,35] Single Manual labourer
## 2365 0 0 0 0 F (35,45] Divorcee Unskilled worker
## 2368 0 0 1 0 M (35,45] Married Employee
## 2369 0 0 0 0 F [15,25] Divorcee Foreman
## 2375 1 1 0 0 F (45,55] Married Management
## 2376 0 1 1 1 F (25,35] Divorcee Manual labourer
## 2377 0 0 0 0 F (75,85] Married Employee
## 2384 0 0 0 0 M [15,25] Single Unskilled worker
## 2423 0 1 0 1 F (45,55] Married Unskilled worker
## 2425 1 1 1 0 F (55,65] Married Management
## 2427 1 1 0 0 F (45,55] Married Employee
## 2429 1 1 0 1 F (55,65] Divorcee Employee
## 2432 0 1 0 0 F (35,45] Married Employee
## 2433 1 0 0 0 F (25,35] Single Employee
## 2435 0 0 0 0 F (25,35] Married Employee
## 2443 0 1 0 0 F (35,45] Single Foreman
## 2444 0 0 0 0 F (65,75] Widower Employee
## 2452 0 0 1 0 F (25,35] Married Foreman
## 2455 0 0 0 0 F (55,65] Married Employee
## 2458 0 0 1 0 M (35,45] Divorcee Technician
## 2459 0 0 0 1 M [15,25] Single Unskilled worker
## 2463 0 0 0 0 F (65,75] Widower Employee
## 2464 0 0 0 0 F (45,55] Married Other
## 2468 1 0 0 0 M (25,35] Single Technician
## 2473 0 0 0 0 M (55,65] Married Management
## 2483 0 0 0 0 M (35,45] Married Technician
## 2486 0 0 0 1 M [15,25] Single Unskilled worker
## 2491 1 1 0 0 M (35,45] Single Management
## 2504 0 1 0 0 F (35,45] Single Management
## 2519 0 0 0 0 F (45,55] Single Unskilled worker
## 2528 0 1 0 1 F (35,45] Single Employee
## 2531 0 0 0 0 M (35,45] Single Unskilled worker
## 2535 0 0 0 0 M (45,55] Married Management
## 2543 0 1 0 1 F (55,65] Divorcee Unskilled worker
## 2546 0 0 0 0 F (35,45] Married Foreman
## 2550 0 0 0 0 F (75,85] Widower Employee
## 2552 0 0 0 0 M (45,55] Married Employee
## 2560 0 0 0 0 F (75,85] Married Employee
## 2566 0 0 0 0 M (45,55] Married Manual labourer
## 2567 0 0 0 0 F (65,75] Divorcee Manual labourer
## 2578 0 0 0 0 F (25,35] Single Employee
## 2580 0 0 0 0 M (35,45] Married Foreman
## 2584 1 0 0 0 M (45,55] Married Manual labourer
## 2595 0 0 0 0 F (25,35] Married Management
## 2596 0 0 0 0 M (45,55] Single Unskilled worker
## 2603 1 1 1 1 F (25,35] Married Management
## 2605 0 0 0 0 M (65,75] Widower Manual labourer
## 2607 0 0 0 0 M (65,75] Married Manual labourer
## 2611 1 1 0 0 F (25,35] Married Foreman
## 2614 0 0 0 0 F (45,55] Married Employee
## 2616 1 1 1 0 F (65,75] Married Employee
## 2620 0 1 0 0 F (75,85] Widower Management
## 2621 0 0 0 0 F (35,45] Married Other
## 2623 0 0 0 0 M (25,35] Married Technician
## 2632 1 1 0 0 M (55,65] Married Foreman
## 2634 0 0 0 0 M (25,35] Single Unskilled worker
## 2640 0 0 0 0 M (55,65] Single Manual labourer
## 2647 1 1 1 0 F (45,55] Married Employee
## 2652 0 0 0 1 M (35,45] Married Manual labourer
## 2665 1 0 0 0 M (55,65] Remarried Unskilled worker
## 2673 0 0 0 0 F (55,65] Married Employee
## 2680 0 1 0 0 F (55,65] Widower Employee
## 2683 0 0 0 0 M (65,75] Single Unskilled worker
## 2686 1 0 0 0 F (45,55] Divorcee Foreman
## 2689 0 1 0 0 M (55,65] Remarried Employee
## 2691 0 0 0 0 F [15,25] Married Foreman
## 2695 1 0 0 0 M (85,100] Widower Foreman
## 2697 1 0 0 0 F (35,45] Married Employee
## 2698 0 0 0 0 F (25,35] Married Employee
## 2701 1 0 0 0 F (75,85] Widower Unskilled worker
## 2703 0 0 1 0 M [15,25] Single Unskilled worker
## 2704 0 0 0 0 F (75,85] Widower Unskilled worker
## 2706 0 0 0 0 F (35,45] Married Employee
## 2707 0 0 0 0 M (45,55] Divorcee Employee
## 2709 0 0 0 0 M (55,65] Married Management
## 2718 0 1 0 0 M (35,45] Widower Manual labourer
## 2720 0 0 0 0 F (55,65] Remarried Unskilled worker
## 2725 0 0 1 0 F (35,45] Married Other
## 2734 0 0 0 0 M (45,55] Married Management
## 2742 0 1 1 1 M (45,55] Remarried Employee
## 2743 0 0 0 0 M (35,45] Married Manual labourer
## 2753 0 0 0 0 M (25,35] Single Unskilled worker
## 2760 0 0 0 0 F (55,65] Married Unskilled worker
## 2766 0 0 0 0 M (55,65] Married Unskilled worker
## 2771 0 0 0 0 M (45,55] Divorcee Unskilled worker
## 2774 0 0 0 0 F (45,55] Married Manual labourer
## 2775 0 0 0 0 M (75,85] Divorcee Employee
## 2783 0 0 0 0 F (85,100] Widower Unskilled worker
## 2785 0 0 0 0 F (75,85] Widower Unskilled worker
## 2787 0 0 0 0 M (25,35] Single Other
## 2791 0 0 0 0 M (55,65] Married Manual labourer
## 2801 0 0 0 0 F [15,25] Married Employee
## 2813 0 0 0 0 M (35,45] Married Manual labourer
## 2816 1 1 0 0 M (75,85] Married Unskilled worker
## 2824 0 1 0 1 M (65,75] Married Manual labourer
## 2827 0 0 0 0 M (65,75] Married Management
## 2829 0 0 0 0 F (35,45] Divorcee Employee
## 2831 0 0 0 0 F (75,85] Widower Employee
## 2832 0 0 0 0 M (45,55] Divorcee Technician
## 2833 0 0 0 0 F (35,45] Married Unskilled worker
## 2835 1 1 0 1 M (35,45] Single Management
## 2845 0 0 0 0 F (35,45] Married Employee
## 2846 0 1 0 0 M (35,45] Married Employee
## 2848 0 0 0 0 F [15,25] Single Manual labourer
## 2855 0 0 1 0 M (25,35] Single Employee
## 2861 0 0 0 0 M (35,45] Married Unskilled worker
## 2865 1 1 1 0 F (35,45] Married Foreman
## 2867 0 0 1 0 F (65,75] Widower Employee
## 2872 0 0 0 0 F (35,45] Married Employee
## 2878 0 0 0 0 M (75,85] Married Manual labourer
## 2888 0 0 0 0 M (25,35] Married Technician
## 2899 0 0 0 0 M (55,65] Widower Manual labourer
## 2900 0 0 0 0 M (45,55] Single Unskilled worker
## 2905 0 0 1 0 F (45,55] Married Manual labourer
## 2907 0 0 0 0 M (45,55] Married Manual labourer
## 2908 0 0 0 0 F (65,75] Widower Employee
## 2909 1 0 0 0 M [15,25] Single Unskilled worker
## 2920 0 0 1 0 M (25,35] Single Technician
## 2921 0 0 0 0 M (65,75] Married Manual labourer
## 2930 0 0 0 0 M (55,65] Remarried Manual labourer
## 2931 0 0 0 0 F (25,35] Married Employee
## 2933 0 0 0 0 F (25,35] Married Management
## 2934 0 1 0 1 M (45,55] Married Manual labourer
## 2938 0 0 0 0 M (45,55] Married Unskilled worker
## 2939 0 1 0 0 F (45,55] Married Unskilled worker
## 2942 0 0 0 0 M (55,65] Remarried Manual labourer
## 2947 0 0 0 0 F (75,85] Widower Manual labourer
## 2952 0 0 0 0 M (75,85] Married Foreman
## 2955 1 0 0 0 M (35,45] Married Unskilled worker
## 2960 0 0 0 0 F (25,35] Married Employee
## 2965 0 1 0 1 M (45,55] Married Foreman
## 2966 1 0 0 0 F (35,45] Divorcee Employee
## 2967 1 1 1 0 M (35,45] Single Management
## 2968 1 0 0 0 F (35,45] Married Employee
## 2970 0 0 0 0 M (25,35] Divorcee Manual labourer
## 2976 0 0 0 0 M (65,75] Married Manual labourer
## 2988 0 0 0 0 F (65,75] Married Employee
## 2993 0 0 0 0 M (35,45] Married Manual labourer
## 3005 0 0 0 0 F (65,75] Married Employee
## 3009 0 0 0 0 F (55,65] Remarried Manual labourer
## 3010 1 1 0 0 F (55,65] Widower Unskilled worker
## 3013 1 0 0 0 M (45,55] Remarried Manual labourer
## 3014 0 0 0 0 F (35,45] Married Employee
## 3016 0 0 0 0 M (35,45] Married Unskilled worker
## 3037 0 0 0 0 M (35,45] Married Technician
## 3038 0 0 0 0 F (35,45] Married Employee
## 3044 1 1 0 1 M (35,45] Married Employee
## 3050 1 0 1 0 F (25,35] Single Manual labourer
## 3054 0 1 0 0 M [15,25] Single Unskilled worker
## 3056 1 1 0 1 F (55,65] Married Employee
## 3062 0 0 0 0 M (45,55] Married Manual labourer
## 3066 0 0 0 0 F (55,65] Married Employee
## 3074 0 0 0 0 F [15,25] Married Unskilled worker
## 3085 0 0 0 0 M (45,55] Married Unskilled worker
## 3087 0 0 0 0 M (55,65] Married Unskilled worker
## 3096 1 1 0 0 M (45,55] Married Management
## 3105 0 0 0 0 M (55,65] Single Unskilled worker
## 3109 1 0 0 0 F (35,45] Married Manual labourer
## 3112 0 1 1 1 M (25,35] Single Unskilled worker
## 3115 0 0 0 0 M (45,55] Married Manual labourer
## 3117 0 1 0 0 F (55,65] Single Employee
## 3133 0 0 1 0 F (65,75] Married Employee
## 3134 0 0 0 0 F (45,55] Widower Employee
## 3137 1 0 0 0 M (75,85] Widower Employee
## 3139 1 0 0 0 M (55,65] Married Manual labourer
## 3141 0 0 0 0 M (65,75] Married Other
## 3143 0 0 0 0 M (75,85] Married Manual labourer
## 3148 0 1 0 0 F (35,45] Married Other
## 3150 0 1 0 0 F (45,55] Divorcee Employee
## 3161 0 0 0 0 M (55,65] Remarried Management
## 3164 0 0 0 0 F (35,45] Married Employee
## 3172 0 0 0 0 M (35,45] Married Management
## 3173 1 1 1 0 M (45,55] Married Technician
## 3177 1 1 0 0 F (65,75] Married Employee
## 3181 0 0 0 0 F (35,45] Married Employee
## 3182 1 0 0 0 F (45,55] Married Employee
## 3183 1 1 0 0 F (35,45] Married Manual labourer
## 3188 1 1 0 0 M (45,55] Divorcee Management
## 3190 0 0 0 0 M (45,55] Married Manual labourer
## 3195 0 1 0 0 M (45,55] Married Other
## 3199 0 1 0 0 F (45,55] Married Employee
## 3200 0 0 0 0 F (65,75] Married Unskilled worker
## 3207 0 0 0 0 F [15,25] Single Unskilled worker
## 3210 1 1 0 0 F (35,45] Married Employee
## 3213 1 0 0 0 F (55,65] Married Management
## 3217 0 0 0 0 F (35,45] Married Employee
## 3228 1 0 1 0 F (25,35] Single Foreman
## 3235 0 0 0 0 M [15,25] Single Technician
## 3236 0 0 0 0 M (55,65] Single Employee
## 3244 0 1 0 1 M (45,55] Remarried Manual labourer
## 3247 0 0 0 0 F (35,45] Remarried Employee
## 3254 1 0 0 1 F (65,75] Widower Employee
## 3256 0 0 0 0 M (35,45] Married Manual labourer
## 3257 0 0 0 0 M [15,25] Single Unskilled worker
## 3259 0 0 0 0 M (45,55] Married Unskilled worker
## 3264 1 0 0 0 F (45,55] Married Other
## 3269 0 0 0 0 F (45,55] Married Other
## 3270 0 0 0 0 F (35,45] Married Other
## 3271 0 0 0 0 F [15,25] Single Employee
## 3274 0 0 0 0 M (35,45] Married Manual labourer
## 3282 0 0 0 0 F (35,45] Single Unskilled worker
## 3291 1 1 1 0 F (25,35] Single Manual labourer
## 3293 1 0 0 0 F (35,45] Married Foreman
## 3296 0 0 0 0 M (45,55] Remarried Employee
## 3316 0 0 0 1 M (25,35] Single Technician
## 3335 1 0 1 0 F (75,85] Widower Employee
## 3344 1 0 1 0 F (35,45] Divorcee Employee
## 3346 1 0 1 0 F [15,25] Married Employee
## 3348 0 0 1 0 F (35,45] Divorcee Employee
## 3353 0 0 0 0 F (65,75] Widower Unskilled worker
## 3357 1 1 1 1 F (35,45] Remarried Employee
## 3358 1 1 0 1 M [15,25] Single Employee
## 3367 1 1 0 0 F (65,75] Remarried Manual labourer
## 3389 1 0 0 1 M (35,45] Married Manual labourer
## 3400 1 1 0 1 M (45,55] Married Manual labourer
## 3403 1 1 0 0 F (45,55] Remarried Employee
## 3413 0 0 0 0 F (75,85] Married Employee
## 3414 0 0 0 1 F (35,45] Married Unskilled worker
## 3417 1 0 1 0 F [15,25] Single Employee
## 3418 0 0 0 0 M (35,45] Married Foreman
## 3427 0 1 1 0 M (55,65] Married Management
## 3435 0 0 0 0 M [15,25] Single Manual labourer
## 3440 1 0 0 0 M (25,35] Single Management
## 3442 0 0 0 0 M (45,55] Married Technician
## 3445 1 1 1 0 F (25,35] Married Other
## 3451 0 0 0 0 F (55,65] Married Employee
## 3459 0 0 0 0 M (45,55] Married Unskilled worker
## 3466 0 0 0 0 F (35,45] Married Employee
## 3491 0 0 0 0 M (45,55] Married Management
## 3495 1 1 0 0 M (25,35] Married Employee
## 3496 0 0 0 1 M (25,35] Married Technician
## 3497 0 0 0 0 M [15,25] Single Unskilled worker
## 3499 0 0 0 0 M (45,55] Remarried Manual labourer
## 3503 1 1 1 1 M (25,35] Single Manual labourer
## 3504 0 0 0 0 F (35,45] Married Employee
## 3511 0 0 0 0 F (65,75] Widower Manual labourer
## 3516 1 1 1 0 M (65,75] Married Technician
## 3523 0 0 0 0 F (25,35] Single Unskilled worker
## 3533 1 1 0 0 F (45,55] Married Management
## 3535 1 0 0 0 F (35,45] Single Unskilled worker
## 3545 0 0 0 0 M (65,75] Married Technician
## 3550 0 1 0 0 F (45,55] Married Other
## 3554 0 0 0 0 M (45,55] Married Employee
## 3562 0 0 0 0 F (25,35] Married Manual labourer
## 3575 0 0 0 0 F (25,35] Married Unskilled worker
## 3577 0 0 0 0 M (65,75] Married Technician
## 3578 0 1 1 0 M (45,55] Married Management
## 3589 0 0 0 0 F (45,55] Widower Employee
## 3594 1 1 0 0 M (55,65] Married Manual labourer
## 3611 0 0 0 0 F (65,75] Married Employee
## 3622 0 0 0 0 M (25,35] Single Unskilled worker
## 3624 0 0 0 0 M (25,35] Married Management
## 3629 0 0 0 0 M (55,65] Married Foreman
## 3632 1 1 0 0 M (25,35] Remarried Management
## 3638 0 0 0 0 M (35,45] Single Unskilled worker
## 3646 1 0 0 0 F (35,45] Married Foreman
## 3648 1 0 1 0 M (55,65] Married Management
## 3650 0 0 0 0 M (65,75] Married Manual labourer
## 3654 1 1 0 0 F (35,45] Divorcee Employee
## 3655 1 0 0 0 F (75,85] Married Employee
## 3656 0 1 0 0 F (25,35] Single Employee
## 3660 1 0 0 1 F (35,45] Married Employee
## 3667 0 0 0 0 M (25,35] Married Unskilled worker
## 3670 0 0 1 0 M (65,75] Married Management
## 3675 1 1 0 0 F (25,35] Married Employee
## 3677 0 0 0 0 M (75,85] Single Other
## 3681 0 0 1 0 F (25,35] Married Foreman
## 3683 0 0 0 0 M (75,85] Widower Management
## 3689 0 0 0 0 M (65,75] Married Employee
## 3696 1 0 0 0 M (35,45] Married Unskilled worker
## 3698 0 0 0 0 F [15,25] Single Manual labourer
## 3702 1 1 0 1 F (55,65] Single Employee
## 3703 0 0 0 0 F (45,55] Divorcee Manual labourer
## 3704 1 1 0 0 M [15,25] Single Management
## 3705 1 1 1 0 F (35,45] Married Management
## 3706 1 1 0 0 F (35,45] Married Management
## 3710 0 0 0 0 F (55,65] Divorcee Employee
## 3716 1 1 1 1 F (35,45] Divorcee Management
## 3729 0 0 0 0 M (75,85] Married Manual labourer
## 3734 0 0 1 0 M [15,25] Single Unskilled worker
## 3740 0 1 0 1 F (45,55] Remarried Employee
## 3742 0 0 1 0 F (25,35] Married Foreman
## 3752 1 1 1 1 F (35,45] Married Management
## 3755 1 0 1 0 M (35,45] Married Technician
## 3758 1 1 0 0 M (35,45] Single Management
## 3761 1 1 1 1 M (25,35] Single Technician
## 3763 1 1 0 0 M (25,35] Single Employee
## 3767 0 0 0 0 M (45,55] Married Technician
## 3778 0 0 0 0 M (25,35] Single Manual labourer
## 3783 0 1 0 0 F (45,55] Remarried Employee
## 3788 1 1 0 0 F (35,45] Widower Unskilled worker
## 3793 0 0 0 0 M (45,55] Married Manual labourer
## 3800 0 1 0 0 M (55,65] Married Employee
## 3806 0 0 0 1 F (25,35] Divorcee Manual labourer
## 3808 0 0 1 0 M (25,35] Divorcee Foreman
## 3809 1 0 0 0 F (25,35] Married Unskilled worker
## 3816 0 0 0 0 F (65,75] Married Employee
## 3817 1 1 1 0 F (45,55] Married Management
## 3822 0 1 0 0 F (65,75] Married Employee
## 3830 1 0 0 0 M (65,75] Married Foreman
## 3831 1 0 0 0 F (35,45] Married Manual labourer
## 3833 0 1 0 0 F (45,55] Married Foreman
## 3835 0 1 0 1 M (55,65] Married Technician
## 3836 0 0 0 0 M (65,75] Married Unskilled worker
## 3837 0 0 0 0 M (35,45] Married Manual labourer
## 3842 0 0 0 1 F (45,55] Widower Employee
## 3849 1 1 0 0 M (35,45] Married Management
## 3850 1 0 0 0 M (35,45] Married Manual labourer
## 3851 0 0 0 0 M (35,45] Married Technician
## 3857 0 1 0 0 M (55,65] Married Unskilled worker
## 3860 0 0 0 0 M (35,45] Single Manual labourer
## 3866 1 0 0 0 F (25,35] Divorcee Employee
## 3870 1 0 1 0 F (35,45] Single Employee
## 3887 1 0 0 0 F (35,45] Married Employee
## 3889 0 0 0 0 F [15,25] Single Employee
## 3890 0 0 0 0 F (45,55] Married Management
## 3898 0 0 0 0 M (25,35] Married Technician
## 3899 0 1 0 0 F (25,35] Married Foreman
## 3902 0 0 0 0 M (25,35] Single Management
## 3904 0 0 0 0 M (55,65] Married Manual labourer
## 3907 0 0 0 0 M (55,65] Married Foreman
## 3909 0 0 0 0 M (45,55] Single Manual labourer
## 3912 0 0 0 0 F (45,55] Divorcee Employee
## 3922 0 0 0 0 M (35,45] Single Manual labourer
## 3926 0 0 0 0 M (45,55] Married Manual labourer
## 3935 0 0 0 0 F [15,25] Single Employee
## 3945 1 0 0 0 F (25,35] Single Employee
## 3957 0 0 0 0 M [15,25] Single Unskilled worker
## 3966 0 0 0 0 F [15,25] Single Employee
## 3976 0 0 0 0 F (65,75] Married Employee
## 4000 0 0 0 0 M (45,55] Married Manual labourer
## 4002 0 0 0 0 M (25,35] Single Employee
## 4003 0 0 1 1 F (35,45] Divorcee Employee
## 4005 0 0 0 0 M (55,65] Married Management
## 4007 0 1 0 0 F (35,45] Married Manual labourer
## 4016 0 0 1 0 F (35,45] Married Employee
## 4019 0 0 0 0 M [15,25] Single Unskilled worker
## 4021 0 0 0 0 F (45,55] Married Employee
## 4034 0 1 0 0 M (25,35] Married Management
## 4035 0 0 0 0 F (75,85] Widower Management
## 4037 0 0 0 0 F (65,75] Married Employee
## 4056 1 0 0 0 F (35,45] Single Employee
## 4060 0 1 1 0 M (45,55] Divorcee Foreman
## 4066 0 0 0 0 F (45,55] Married Unskilled worker
## 4068 0 0 0 0 M (65,75] Married Employee
## 4071 0 1 0 0 M (55,65] Married Technician
## 4075 0 0 0 0 M (55,65] Married Manual labourer
## 4082 0 0 0 0 M (55,65] Widower Unskilled worker
## 4087 1 0 0 0 M (45,55] Single Manual labourer
## 4093 0 0 0 0 F [15,25] Single Employee
## 4096 0 1 0 0 M (55,65] Married Management
## 4097 0 1 1 1 M (25,35] Single Management
## 4098 0 0 0 0 F (45,55] Married Other
## 4102 0 0 0 0 F [15,25] Married Employee
## 4108 0 0 0 0 F [15,25] Married Employee
## 4118 0 1 0 0 M (45,55] Married Technician
## 4125 1 1 1 0 F (55,65] Married Management
## 4135 1 1 1 0 F [15,25] Single Other
## 4145 0 1 0 0 F (65,75] Single Management
## 4148 1 1 0 0 F (25,35] Married Employee
## 4163 1 1 0 0 F (45,55] Married Employee
## 4167 1 0 0 0 F (35,45] Married Management
## 4182 0 0 0 0 M (55,65] Divorcee Manual labourer
## 4188 1 0 0 0 F (25,35] Single Employee
## 4190 0 1 0 0 M (55,65] Married Foreman
## 4192 0 0 0 0 M (35,45] Married Manual labourer
## 4195 0 0 0 0 F (45,55] Married Unskilled worker
## 4197 0 0 0 0 M (35,45] Married Manual labourer
## 4205 0 0 0 1 M (35,45] Married Management
## 4207 0 1 1 1 F (45,55] Married Management
## 4212 1 0 1 0 F [15,25] Single Employee
## 4216 0 1 0 0 M (35,45] Married Foreman
## 4218 1 0 0 1 M (55,65] Married Technician
## 4223 0 0 0 0 F (55,65] Married Employee
## 4224 0 0 0 0 M (25,35] Single Manual labourer
## 4226 0 0 0 0 M (45,55] Married Manual labourer
## 4227 1 1 0 0 F (25,35] Married Unskilled worker
## 4230 0 1 1 0 F (55,65] Widower Unskilled worker
## 4234 0 0 0 0 F (45,55] Married Employee
## 4237 0 0 0 0 F [15,25] Single Employee
## 4242 0 0 0 0 F (25,35] Single Employee
## 4244 0 0 0 0 F (35,45] Married Employee
## 4256 1 0 0 0 F (65,75] Married Employee
## 4266 1 0 0 1 F (65,75] Married Employee
## 4280 0 0 1 0 F (25,35] Married Employee
## 4282 0 1 0 0 M (35,45] Married Employee
## 4284 0 1 0 0 F (25,35] Married Employee
## 4286 0 0 1 1 F (65,75] Divorcee Employee
## 4288 0 1 1 0 M (35,45] Single Technician
## 4291 0 0 1 0 M [15,25] Single Employee
## 4293 0 0 1 1 F (25,35] Single Employee
## 4302 0 0 0 0 M (35,45] Divorcee Technician
## 4313 0 0 0 0 F (55,65] Married Employee
## 4327 1 1 1 1 M (45,55] Married Foreman
## 4332 0 0 0 0 M (55,65] Married Foreman
## 4345 0 0 0 0 M (45,55] Married Technician
## 4352 0 0 0 0 M (75,85] Married Foreman
## 4354 0 0 0 0 F (65,75] Widower Foreman
## 4356 0 0 0 0 F (65,75] Widower Foreman
## 4362 0 0 0 0 F (25,35] Married Employee
## 4368 0 0 0 0 F (25,35] Married Employee
## 4370 0 1 0 0 M (35,45] Married Management
## 4375 1 1 0 0 M (25,35] Single Technician
## 4378 0 0 0 0 M (35,45] Married Manual labourer
## 4379 1 1 0 0 F (65,75] Married Management
## 4381 0 1 0 0 F (55,65] Married Manual labourer
## 4387 0 1 1 0 F (35,45] Married Employee
## 4388 0 0 0 0 F (45,55] Single Employee
## 4389 1 0 0 0 F (55,65] Married Employee
## 4399 0 0 0 0 M (75,85] Married Foreman
## 4400 0 0 0 0 M (65,75] Married Manual labourer
## 4408 0 0 0 0 F (35,45] Married Employee
## 4415 0 0 1 0 M (65,75] Widower Employee
## 4421 0 0 0 1 F (65,75] Married Employee
## 4433 1 1 0 0 M (55,65] Married Manual labourer
## 4434 1 0 1 0 M (25,35] Single Unskilled worker
## 4436 0 0 0 0 F (35,45] Remarried Other
## 4437 1 1 0 0 F (45,55] Married Employee
## 4439 0 0 0 0 M (25,35] Single Management
## 4440 0 0 0 0 F (45,55] Married Employee
## 4445 0 0 0 1 F (35,45] Married Manual labourer
## 4446 0 1 0 0 M (25,35] Married Manual labourer
## 4447 0 0 0 0 M (75,85] Married Foreman
## 4449 0 0 0 0 M (45,55] Married Unskilled worker
## 4461 0 0 0 0 M (35,45] Single Technician
## 4466 0 0 0 0 M (85,100] Widower Unskilled worker
## 4468 0 0 0 0 F (35,45] Married Employee
## 4496 0 0 0 0 F (55,65] Single Employee
## 4499 0 0 0 0 M (45,55] Married Employee
## 4501 1 0 0 0 F (25,35] Single Employee
## 4508 0 0 0 0 M (65,75] Married Unskilled worker
## 4511 0 0 0 0 F (75,85] Widower Employee
## 4514 0 0 0 0 M (75,85] Married Unskilled worker
## 4529 0 0 1 0 F (85,100] Widower Management
## 4537 0 1 0 0 F (25,35] Single Employee
## 4540 0 0 0 0 F (55,65] Widower Manual labourer
## 4543 0 0 0 0 F (55,65] Widower Manual labourer
## 4545 1 0 0 1 F (45,55] Divorcee Employee
## 4549 0 0 0 0 F (35,45] Married Employee
## 4555 0 0 0 0 F (25,35] Divorcee Employee
## 4561 1 0 0 0 F (35,45] Married Employee
## 4571 0 0 1 0 F (55,65] Married Unskilled worker
## 4573 1 1 1 0 M (45,55] Remarried Foreman
## 4574 0 1 1 0 M (55,65] Remarried Other
## 4575 0 0 0 0 F (65,75] Widower Employee
## 4579 1 0 0 1 F (25,35] Single Employee
## 4588 0 0 1 1 F (35,45] Married Unskilled worker
## 4595 0 0 0 0 M (55,65] Remarried Management
## 4601 1 1 0 0 M (35,45] Single Management
## 4604 0 0 0 0 F (55,65] Divorcee Employee
## 4609 1 1 1 0 F (35,45] Married Employee
## 4613 0 0 0 0 F (35,45] Single Employee
## 4639 0 0 0 0 M (45,55] Married Unskilled worker
## 4642 0 1 0 1 M [15,25] Divorcee Unskilled worker
## 4647 0 1 1 0 F (55,65] Married Other
## 4662 0 0 0 0 F (35,45] Married Employee
## 4665 0 0 0 1 F (65,75] Married Employee
## 4666 0 0 0 0 F (35,45] Married Employee
## 4676 0 0 0 0 F (75,85] Widower Foreman
## 4681 0 0 0 0 M (55,65] Divorcee Foreman
## 4683 0 0 0 0 M [15,25] Single Unskilled worker
## 4687 0 0 0 0 M (45,55] Divorcee Unskilled worker
## 4692 0 0 0 0 M (65,75] Divorcee Employee
## 4696 0 0 0 0 F (25,35] Married Employee
## 4704 1 1 0 0 F (35,45] Divorcee Management
## 4710 0 0 0 0 F (55,65] Married Employee
## 4713 0 0 0 0 F (35,45] Married Employee
## 4715 0 0 0 0 F (35,45] Married Foreman
## 4723 0 0 0 0 M (65,75] Widower Foreman
## 4724 1 0 1 0 M (55,65] Remarried Manual labourer
## 4729 1 0 0 0 M (75,85] Single Other
## 4732 0 0 0 0 M (25,35] Married Manual labourer
## 4742 1 0 0 1 F (65,75] Widower Unskilled worker
## 4745 0 0 1 0 M (45,55] Single Employee
## 4746 0 0 0 0 M (65,75] Remarried Technician
## 4750 1 0 0 0 M (25,35] Single Management
## 4751 0 0 0 0 F (25,35] Divorcee Unskilled worker
## 4752 0 0 1 0 M [15,25] Single Other
## 4755 0 0 0 0 F (35,45] Divorcee Other
## 4758 0 0 0 0 M (65,75] Married Employee
## 4759 0 0 0 0 F (65,75] Married Unskilled worker
## 4762 1 0 0 1 M (45,55] Married Technician
## 4763 0 1 0 0 M (35,45] Married Management
## 4765 0 0 0 0 F (25,35] Married Employee
## 4766 0 0 0 0 F (55,65] Divorcee Employee
## 4771 1 0 0 0 F (25,35] Single Employee
## 4778 0 0 1 0 F (35,45] Married Employee
## 4781 0 0 0 0 M (45,55] Single Manual labourer
## 4782 0 0 0 0 F (25,35] Single Employee
## 4785 1 1 0 0 F (45,55] Married Employee
## 4789 0 0 0 0 M (45,55] Married Manual labourer
## 4791 0 0 0 1 M (45,55] Divorcee Manual labourer
## 4803 0 1 0 0 F (55,65] Widower Employee
## 4807 0 0 0 0 F (35,45] Divorcee Employee
## 4813 1 1 0 0 F (45,55] Widower Foreman
## 4823 1 1 0 0 F (65,75] Widower Foreman
## 4826 0 0 0 0 M [15,25] Single Employee
## 4828 1 1 1 0 F (25,35] Married Management
## 4832 0 0 0 0 F (55,65] Married Employee
## 4835 0 1 0 1 F (55,65] Married Employee
## 4837 0 1 0 0 F (45,55] Remarried Employee
## 4840 0 0 0 0 F (35,45] Married Employee
## 4846 0 0 0 0 M (55,65] Married Management
## 4847 0 0 0 0 M (55,65] Divorcee Manual labourer
## 4848 0 0 0 0 F (55,65] Married Foreman
## 4851 0 1 0 0 F [15,25] Single Manual labourer
## 4860 1 0 0 0 F (35,45] Married Employee
## 4875 0 1 0 1 M (35,45] Married Manual labourer
## 4876 1 1 0 0 F (25,35] Married Other
## 4879 0 0 0 0 F (35,45] Married Unskilled worker
## 4882 0 1 0 0 M (45,55] Married Technician
## 4883 0 0 0 0 M (45,55] Married Unskilled worker
## 4891 0 1 1 0 F (55,65] Married Employee
## 4894 0 0 0 0 F (35,45] Married Employee
## 4907 1 1 1 0 M (35,45] Married Foreman
## 4908 0 1 0 0 M (35,45] Divorcee Employee
## 4913 0 0 1 0 M (55,65] Widower Foreman
## 4927 0 0 0 0 F (35,45] Married Employee
## 4931 1 1 0 0 M (55,65] Married Management
## 4934 0 0 0 0 F (55,65] Divorcee Foreman
## 4940 1 1 0 0 M (45,55] Married Management
## 4942 1 0 0 0 M (55,65] Married Management
## 4943 0 0 0 0 F (25,35] Single Management
## 4955 1 1 1 0 F (25,35] Single Management
## 4961 1 0 0 0 M (45,55] Married Management
## 4967 0 1 0 0 M (55,65] Married Management
## 4981 0 0 0 1 M (45,55] Married Foreman
## 4992 0 0 0 0 M (45,55] Married Management
## 4997 0 0 0 0 F (45,55] Married Employee
## 5005 1 1 0 0 F (75,85] Single Foreman
## 5009 0 0 0 0 F (45,55] Married Employee
## 5017 0 0 1 0 F (45,55] Divorcee Technician
## 5019 0 0 0 0 F [15,25] Single Unskilled worker
## 5020 1 1 0 0 F (65,75] Married Management
## 5021 0 0 0 0 M [15,25] Single Unskilled worker
## 5024 0 0 0 0 M (65,75] Single Unskilled worker
## 5035 0 0 0 0 F (85,100] Widower Employee
## 5036 0 1 0 0 F (35,45] Married Employee
## 5037 1 0 0 0 M (45,55] Married Employee
## 5043 0 0 0 0 M (45,55] Married Management
## 5044 0 0 0 0 F (45,55] Remarried Manual labourer
## 5045 1 1 1 0 F (45,55] Married Other
## 5049 1 1 1 0 F (45,55] Single Other
## 5059 1 1 1 0 F (65,75] Widower Management
## 5060 0 1 1 0 F (35,45] Married Employee
## 5061 0 0 0 0 M (65,75] Married Employee
## 5063 0 1 0 1 F (35,45] Single Technician
## 5066 1 0 0 0 F (65,75] Widower Other
## 5083 1 0 0 0 M (45,55] Married Technician
## 5085 1 1 0 0 M (45,55] Married Management
## 5098 0 0 0 0 F (25,35] Single Foreman
## 5106 1 0 1 0 M (45,55] Single Foreman
## 5120 1 0 0 0 F (35,45] Married Foreman
## 5125 0 0 0 1 M (45,55] Married Employee
## 5128 0 0 0 0 F (25,35] Single Manual labourer
## 5137 0 0 0 0 F (85,100] Widower Employee
## 5140 1 1 1 1 F (45,55] Widower Employee
## 5142 1 0 1 0 M [15,25] Single Unskilled worker
## 5152 1 0 1 0 F (25,35] Married Employee
## 5155 0 0 0 0 F (25,35] Single Employee
## 5160 0 0 0 0 F (25,35] Single Employee
## 5163 0 0 0 0 F (35,45] Divorcee Unskilled worker
## 5171 1 1 0 0 M (25,35] Single Technician
## 5174 0 0 0 0 M (55,65] Divorcee Manual labourer
## 5185 0 0 0 0 M (65,75] Married Unskilled worker
## 5199 1 1 0 0 M (35,45] Single Management
## 5222 1 0 1 0 M (25,35] Single Other
## 5223 0 0 0 0 M (45,55] Married Technician
## 5226 0 1 0 0 M (45,55] Married Management
## 5232 0 0 0 0 F (75,85] Widower Employee
## 5234 0 0 0 0 M (25,35] Single Unskilled worker
## 5244 0 0 0 1 F (45,55] Widower Employee
## 5246 0 1 0 0 M (65,75] Married Other
## 5247 0 1 0 0 M (45,55] Married Technician
## 5259 0 0 0 1 F (25,35] Single Unskilled worker
## 5265 1 1 1 0 F (25,35] Single Technician
## 5271 0 0 1 0 M (35,45] Divorcee Unskilled worker
## 5278 0 0 0 0 M (65,75] Married Management
## 5289 0 1 0 0 M (25,35] Married Manual labourer
## 5291 0 0 0 0 M (45,55] Married Manual labourer
## 5297 1 0 0 0 M [15,25] Single Unskilled worker
## 5302 1 1 1 0 M (35,45] Married Management
## 5310 0 0 0 0 M (35,45] Single Unskilled worker
## 5311 0 0 0 0 M (65,75] Married Unskilled worker
## 5313 0 0 0 0 M (35,45] Married Unskilled worker
## 5319 1 1 0 0 F (45,55] Married Employee
## 5323 1 0 0 0 M (45,55] Remarried Foreman
## 5324 1 1 0 0 F (45,55] Married Foreman
## 5342 1 1 1 0 F (45,55] Single Employee
## 5344 0 0 0 0 M (25,35] Married Employee
## 5353 0 0 1 0 M [15,25] Single Manual labourer
## 5355 0 0 0 1 F (65,75] Married Manual labourer
## 5356 1 0 0 0 F (45,55] Married Employee
## 5362 1 1 0 0 M (45,55] Married Management
## 5363 1 0 0 0 M (35,45] Married Technician
## 5364 1 1 0 0 F (55,65] Married Employee
## 5366 1 1 1 0 M (65,75] Married Management
## 5372 0 0 0 0 F (55,65] Married Management
## 5382 1 0 0 0 M (55,65] Married Manual labourer
## 5387 0 1 0 0 F (25,35] Married Employee
## 5388 0 1 1 0 F (45,55] Divorcee Employee
## 5393 1 1 1 0 F (35,45] Married Employee
## 5396 1 1 1 0 F (45,55] Single Foreman
## 5401 0 0 0 0 F (55,65] Married Employee
## 5404 0 0 0 0 F (45,55] Divorcee Manual labourer
## 5408 0 0 0 0 M (35,45] Single Foreman
## 5415 0 0 0 0 F (25,35] Single Employee
## 5421 1 1 1 0 F (45,55] Married Manual labourer
## 5426 1 0 0 0 F (55,65] Married Employee
## 5429 0 0 0 0 M (65,75] Widower Employee
## 5435 0 1 1 0 M (65,75] Married Management
## 5436 0 0 1 0 M (45,55] Single Unskilled worker
## 5439 0 0 0 0 M (25,35] Single Unskilled worker
## 5444 0 0 0 0 M (65,75] Single Manual labourer
## 5445 0 1 0 1 M [15,25] Single Manual labourer
## 5449 1 1 0 0 F (55,65] Married Employee
## 5450 0 1 0 1 M (35,45] Married Foreman
## 5453 0 0 0 0 F (55,65] Married Employee
## 5457 0 1 0 0 F (35,45] Single Management
## 5459 1 0 0 0 F (35,45] Widower Employee
## 5469 0 0 0 0 M (55,65] Married Foreman
## 5478 0 0 0 0 F (25,35] Married Employee
## 5482 1 1 0 0 M (55,65] Divorcee Management
## 5484 0 1 0 1 F (55,65] Married Employee
## 5500 0 0 0 0 M (45,55] Single Manual labourer
## 5504 0 0 0 0 M (45,55] Divorcee Manual labourer
## 5509 0 0 0 0 M (35,45] Married Manual labourer
## 5522 0 0 0 0 F (35,45] Divorcee Manual labourer
## 5523 0 0 0 0 F (35,45] Married Employee
## 5531 0 1 0 1 M (45,55] Married Foreman
## 5538 1 1 0 0 F (45,55] Divorcee Foreman
## 5549 0 0 0 0 F (45,55] Married Employee
## 5560 0 0 0 1 M (35,45] Married Technician
## 5561 0 0 0 0 F (75,85] Widower Employee
## 5562 1 0 0 0 F (35,45] Married Management
## 5564 0 0 0 0 M (35,45] Married Technician
## 5567 0 0 0 0 M (25,35] Single Technician
## 5570 1 0 0 0 F (25,35] Married Technician
## 5576 0 0 0 0 F (35,45] Married Technician
## 5577 0 1 0 0 F (75,85] Married Employee
## 5595 1 1 1 0 F (55,65] Widower Management
## 5596 0 0 0 0 F (65,75] Widower Manual labourer
## 5597 0 0 0 0 F (25,35] Single Employee
## 5607 1 1 0 0 M (45,55] Single Employee
## 5618 0 1 0 0 F (25,35] Married Management
## 5621 0 0 0 0 M (55,65] Married Foreman
## 5629 1 1 0 0 F (45,55] Married Foreman
## 5630 1 1 1 0 F (55,65] Remarried Employee
## 5631 0 0 0 0 F (45,55] Married Employee
## 5637 1 1 1 0 M (25,35] Single Management
## 5638 0 1 1 0 M (85,100] Married Management
## 5641 1 1 1 1 M [15,25] Single Manual labourer
## 5642 0 0 0 0 M (75,85] Married Manual labourer
## 5652 0 0 0 0 F (35,45] Married Manual labourer
## 5656 0 1 1 1 F (55,65] Married Manual labourer
## 5661 1 0 0 0 M (25,35] Married Other
## 5670 0 0 1 1 F (35,45] Divorcee Employee
## 5671 1 0 0 0 M (35,45] Married Technician
## 5678 0 0 0 0 M (55,65] Married Employee
## 5679 0 0 0 0 M (35,45] Single Technician
## 5690 1 0 0 0 M (25,35] Married Management
## 5693 1 0 1 0 M (25,35] Single Employee
## 5695 0 0 0 0 F (65,75] Married Employee
## 5696 1 0 0 0 F (45,55] Married Manual labourer
## 5702 0 0 0 0 F (75,85] Single Manual labourer
## 5703 0 0 0 0 F (25,35] Married Foreman
## 5709 1 0 1 0 F (35,45] Remarried Employee
## 5719 0 0 0 1 M (45,55] Married Manual labourer
## 5720 1 1 0 0 M (25,35] Married Employee
## 5732 0 0 0 1 F (45,55] Divorcee Employee
## 5737 0 0 0 0 F (75,85] Married Employee
## 5742 0 0 0 0 M (25,35] Married Management
## 5744 0 0 0 1 F (25,35] Married Employee
## 5746 0 0 0 0 F (65,75] Married Manual labourer
## 5749 1 0 0 0 F (45,55] Divorcee Foreman
## 5765 1 1 0 0 M (55,65] Married Foreman
## 5769 1 0 0 0 M (45,55] Married Foreman
## 5776 0 0 0 0 M (25,35] Single Foreman
## 5777 0 0 0 0 M (45,55] Married Unskilled worker
## 5783 1 1 0 1 F (55,65] Married Employee
## 5785 0 0 0 0 M (35,45] Single Manual labourer
## 5787 1 0 0 0 F (55,65] Single Employee
## 5793 0 0 0 0 F (75,85] Widower Employee
## 5799 0 0 0 1 F (65,75] Divorcee Employee
## 5800 0 0 0 1 M [15,25] Single Management
## 5803 0 1 0 0 M (45,55] Married Manual labourer
## 5804 0 0 0 0 M (35,45] Married Unskilled worker
## 5806 0 0 0 0 F (25,35] Divorcee Unskilled worker
## 5809 0 1 0 0 F (45,55] Married Foreman
## 5810 0 1 0 0 M (75,85] Widower Foreman
## 5811 1 1 0 0 M (65,75] Remarried Foreman
## 5812 0 1 1 0 F (45,55] Married Employee
## 5816 0 1 0 0 M (65,75] Married Manual labourer
## 5817 0 0 0 0 F (55,65] Married Employee
## 5820 1 0 0 1 F (55,65] Divorcee Employee
## 5822 0 0 0 0 F (35,45] Divorcee Employee
## 5823 0 0 0 0 F (55,65] Married Employee
## 5827 0 0 0 0 M (25,35] Married Foreman
## 5831 0 0 1 0 M (35,45] Divorcee Management
## 5840 1 1 0 0 M (55,65] Married Management
## 5849 0 1 0 0 F (45,55] Divorcee Employee
## 5852 1 0 0 0 M (55,65] Married Manual labourer
## 5854 0 0 0 0 F (55,65] Married Employee
## 5855 0 0 0 0 M (45,55] Divorcee Foreman
## 5866 1 1 0 0 F (35,45] Married Employee
## 5873 0 0 0 0 F [15,25] Single Manual labourer
## 5880 1 0 0 0 F (25,35] Married Employee
## 5884 0 1 0 0 F (45,55] Divorcee Employee
## 5886 0 0 0 0 F (55,65] Married Unskilled worker
## 5887 1 0 0 0 M (55,65] Married Manual labourer
## 5891 0 0 0 0 F (45,55] Married Employee
## 5895 0 0 0 0 F [15,25] Single Employee
## 5902 0 0 0 1 F [15,25] Single Other
## 5912 0 0 0 0 M (65,75] Divorcee Foreman
## 5915 0 0 0 0 M (35,45] Married Technician
## 5919 0 0 0 0 F (45,55] Married Employee
## 5924 0 1 1 0 F (25,35] Single Employee
## 5929 0 0 0 0 F (35,45] Married Employee
## 5931 0 0 0 0 F (55,65] Widower Employee
## 5932 0 0 0 0 F (35,45] Single Employee
## 5933 0 0 0 0 F (55,65] Divorcee Employee
## 5937 0 0 0 0 F (45,55] Married Employee
## 5955 0 1 0 0 M (45,55] Married Manual labourer
## 5956 0 0 0 0 F (25,35] Married Foreman
## 5976 0 0 0 0 M (35,45] Married Manual labourer
## 5981 1 1 0 0 F (45,55] Divorcee Employee
## 5993 1 1 0 0 M (55,65] Married Management
## 5997 0 0 0 0 M [15,25] Single Manual labourer
## 6000 0 0 0 0 M (55,65] Married Manual labourer
## 6010 0 0 0 0 M (45,55] Single Technician
## 6018 0 0 0 1 M [15,25] Single Management
## 6025 0 0 0 0 M (25,35] Married Foreman
## 6029 0 1 0 1 M (65,75] Remarried Manual labourer
## 6036 0 0 0 0 F (65,75] Widower Employee
## 6057 0 1 0 0 F (55,65] Married Technician
## 6068 0 1 0 0 M (55,65] Married Unskilled worker
## 6071 1 0 0 0 M (65,75] Married Manual labourer
## 6078 0 1 0 0 F (75,85] Widower Employee
## 6080 0 0 0 0 M (55,65] Remarried Employee
## 6085 0 0 1 1 M (45,55] Married Foreman
## 6086 0 0 0 0 F (55,65] Married Employee
## 6090 1 0 1 0 M (55,65] Married Management
## 6092 1 1 0 0 F (35,45] Single Management
## 6095 0 1 0 0 M (25,35] Single Employee
## 6115 0 1 0 0 F (35,45] Single Employee
## 6116 0 0 0 0 F (45,55] Divorcee Employee
## 6119 0 0 0 0 M (75,85] Married Management
## 6124 0 0 0 0 M (45,55] Married Management
## 6134 0 0 0 0 F (75,85] Married Employee
## 6135 0 0 0 0 F (65,75] Divorcee Employee
## 6138 0 0 1 0 M (55,65] Remarried Management
## 6153 1 0 0 0 M [15,25] Single Employee
## 6154 1 0 1 0 M [15,25] Single Employee
## 6160 0 0 0 0 F (65,75] Married Employee
## 6162 1 1 1 0 M (25,35] Single Other
## 6163 1 0 1 0 F (35,45] Single Employee
## 6164 0 0 0 0 F (25,35] Single Employee
## 6166 1 1 1 0 F (35,45] Single Employee
## 6174 0 0 0 0 M (35,45] Married Foreman
## 6176 0 0 0 0 M (55,65] Divorcee Employee
## 6177 0 1 0 0 F (65,75] Remarried Employee
## 6179 0 0 0 0 M (75,85] Divorcee Employee
## 6192 0 0 0 0 M (45,55] Remarried Unskilled worker
## 6197 1 1 0 0 F (35,45] Single Employee
## 6199 0 0 0 1 F (65,75] Remarried Unskilled worker
## 6200 0 1 1 0 F (55,65] Married Employee
## 6202 0 1 1 0 M (55,65] Married Management
## 6207 0 1 0 1 F (35,45] Divorcee Foreman
## 6208 1 0 0 0 M (55,65] Married Management
## 6210 0 0 0 0 F (25,35] Single Employee
## 6212 0 0 0 0 M (35,45] Single Employee
## 6221 0 0 0 0 F (35,45] Married Technician
## 6228 0 1 0 0 F (45,55] Married Foreman
## 6231 0 0 0 0 F (65,75] Married Employee
## 6240 0 0 0 0 F (45,55] Married Unskilled worker
## 6258 0 0 0 0 M (45,55] Married Manual labourer
## 6265 0 0 0 0 M (75,85] Married Unskilled worker
## 6270 0 0 0 0 M (85,100] Widower Manual labourer
## 6280 0 1 0 0 M (35,45] Married Employee
## 6281 0 1 1 0 F (75,85] Widower Management
## 6301 0 0 0 0 F (45,55] Married Unskilled worker
## 6306 0 0 0 0 M (55,65] Single Manual labourer
## 6307 0 0 0 0 M (55,65] Married Unskilled worker
## 6311 0 1 0 1 F (55,65] Married Foreman
## 6312 0 0 0 1 M (55,65] Single Unskilled worker
## 6323 0 0 0 0 M (65,75] Married Manual labourer
## 6327 0 1 1 0 F (55,65] Remarried Management
## 6329 0 0 0 0 F (45,55] Married Foreman
## 6334 0 1 0 0 F [15,25] Single Employee
## 6335 0 1 0 0 M (25,35] Divorcee Other
## 6338 0 1 0 0 M (55,65] Married Management
## 6356 0 0 0 0 F [15,25] Single Employee
## 6362 0 0 0 0 F (55,65] Married Employee
## 6366 0 0 0 0 M (55,65] Divorcee Employee
## 6367 0 0 0 0 F (25,35] Single Employee
## 6371 0 1 0 0 F (45,55] Widower Employee
## 6379 1 0 1 0 M (65,75] Married Management
## 6384 0 1 0 0 M (35,45] Married Manual labourer
## 6388 1 0 0 0 M (35,45] Single Manual labourer
## 6389 0 0 0 0 M (35,45] Single Manual labourer
## 6392 0 1 1 0 M (65,75] Married Foreman
## 6395 0 0 0 0 M (55,65] Married Employee
## 6399 0 0 1 0 M (55,65] Married Management
## 6400 0 0 0 0 M (65,75] Married Foreman
## 6404 1 0 1 0 F (35,45] Divorcee Employee
## 6405 0 0 1 0 M (55,65] Divorcee Technician
## 6424 0 0 0 0 M (35,45] Married Manual labourer
## 6426 0 0 0 0 F (45,55] Divorcee Management
## 6432 0 0 0 0 F (55,65] Married Management
## 6434 0 0 0 0 M (35,45] Married Manual labourer
## 6441 1 0 0 0 M (25,35] Married Employee
## 6459 0 0 0 0 F (65,75] Married Employee
## 6469 0 0 1 0 F (25,35] Single Manual labourer
## 6485 0 1 0 0 F (65,75] Divorcee Foreman
## 6486 0 1 0 0 F (25,35] Married Employee
## 6487 0 0 0 0 F (45,55] Married Foreman
## 6491 0 1 1 0 F (45,55] Single Employee
## 6492 0 1 0 1 F (45,55] Married Foreman
## 6499 1 1 0 0 M (25,35] Single Technician
## 6502 0 1 0 0 M (45,55] Married Management
## 6504 1 1 0 0 F (35,45] Married Employee
## 6510 0 0 1 0 F (45,55] Divorcee Other
## 6520 0 0 0 0 F (65,75] Widower Unskilled worker
## 6521 0 0 0 0 F (25,35] Married Employee
## 6526 0 0 0 0 M (65,75] Married Employee
## 6527 0 0 0 0 F (45,55] Remarried Employee
## 6529 0 1 0 0 F (35,45] Married Employee
## 6531 1 0 0 0 F (35,45] Single Employee
## 6551 0 0 0 0 F (25,35] Married Employee
## 6553 0 0 0 0 M (55,65] Married Foreman
## 6555 0 0 0 0 F (35,45] Married Employee
## 6557 0 1 0 0 F (45,55] Married Employee
## 6562 1 1 1 0 M (65,75] Married Management
## 6568 0 0 1 0 F [15,25] Single Unskilled worker
## 6569 0 1 0 0 F (55,65] Married Unskilled worker
## 6570 0 0 0 0 F (35,45] Remarried Employee
## 6574 0 0 1 0 F (35,45] Married Employee
## 6575 0 0 1 0 M (55,65] Divorcee Unskilled worker
## 6581 1 0 0 0 M (25,35] Married Manual labourer
## 6582 0 1 0 0 M (55,65] Married Manual labourer
## 6590 0 1 0 0 F (75,85] Widower Employee
## 6596 0 0 0 0 M (65,75] Married Foreman
## 6605 1 0 1 0 M (35,45] Remarried Management
## 6606 0 1 0 0 M (45,55] Married Management
## 6609 1 1 0 0 F (45,55] Married Foreman
## 6610 0 1 0 0 M (25,35] Married Employee
## 6611 1 1 1 0 F (55,65] Married Manual labourer
## 6616 1 0 0 1 M (35,45] Married Manual labourer
## 6618 0 0 0 0 M (55,65] Widower Employee
## 6621 0 0 0 0 M (75,85] Married Other
## 6624 1 0 1 0 F (45,55] Remarried Management
## 6628 1 1 0 0 M (25,35] Single Management
## 6635 1 1 1 0 F (25,35] Single Management
## 6637 1 0 1 0 F [15,25] Single Foreman
## 6643 0 0 0 1 F (45,55] Married Technician
## 6644 0 1 1 0 F (75,85] Widower Technician
## 6645 1 1 0 0 M (45,55] Divorcee Management
## 6646 0 0 0 0 F (65,75] Widower Foreman
## 6647 0 0 0 0 F (25,35] Married Foreman
## 6651 0 1 1 0 M (25,35] Single Technician
## 6659 0 0 0 0 F (55,65] Married Other
## 6660 0 0 0 1 M (45,55] Single Technician
## 6664 1 0 0 0 F (55,65] Widower Employee
## 6674 1 0 1 1 F [15,25] Single Employee
## 6677 0 0 0 0 F (25,35] Married Employee
## 6683 0 0 0 0 M [15,25] Single Technician
## 6684 0 0 0 0 M (55,65] Married Foreman
## 6685 0 0 0 0 F (65,75] Single Employee
## 6686 0 0 1 0 F (45,55] Married Employee
## 6688 1 1 0 0 F (55,65] Widower Employee
## 6696 0 0 0 0 F (45,55] Married Foreman
## 6704 1 0 0 0 M (55,65] Married Management
## 6713 0 0 0 0 F (55,65] Widower Unskilled worker
## 6718 1 0 0 0 F (35,45] Single Employee
## 6729 1 0 0 1 F (55,65] Widower Employee
## 6734 0 1 1 0 F (45,55] Married Foreman
## 6735 0 0 0 0 M (25,35] Married Manual labourer
## 6751 0 0 0 0 M (65,75] Widower Manual labourer
## 6757 1 1 0 0 F [15,25] Single Employee
## 6760 0 0 0 0 F (25,35] Single Foreman
## 6761 0 0 0 0 F (45,55] Married Employee
## 6763 0 0 0 0 M (25,35] Married Employee
## 6768 1 0 1 0 F (65,75] Married Foreman
## 6769 0 0 0 0 M (35,45] Single Unskilled worker
## 6773 0 0 0 0 M (25,35] Single Unskilled worker
## 6777 0 0 0 0 F (45,55] Divorcee Employee
## 6779 0 0 0 0 M (65,75] Married Other
## 6782 0 0 1 0 F (45,55] Married Employee
## 6783 0 0 0 0 F (45,55] Married Employee
## 6790 0 0 0 1 M (75,85] Remarried Unskilled worker
## 6797 0 1 0 0 F (55,65] Married Employee
## 6803 0 0 0 0 M (55,65] Divorcee Foreman
## 6812 0 0 0 0 F (55,65] Widower Employee
## 6815 0 0 0 0 M (65,75] Married Manual labourer
## 6821 1 1 0 0 M (55,65] Married Management
## 6828 0 0 0 0 M (85,100] Married Manual labourer
## 6834 1 0 1 0 F [15,25] Married Employee
## 6850 1 0 0 0 M (45,55] Remarried Management
## 6851 0 0 0 0 M (45,55] Married Employee
## 6856 0 0 0 0 M (45,55] Married Foreman
## 6860 0 0 1 0 F (25,35] Married Other
## 6863 0 1 0 0 M (35,45] Single Foreman
## 6874 0 0 1 0 F (25,35] Married Management
## 6875 0 0 0 0 F (45,55] Widower Other
## 6876 0 0 0 0 F (55,65] Remarried Employee
## 6878 0 0 0 0 M (45,55] Divorcee Manual labourer
## 6879 0 0 0 0 M (65,75] Married Manual labourer
## 6881 0 0 0 0 M (55,65] Married Employee
## 6887 1 1 0 0 F (35,45] Single Technician
## 6895 1 1 0 0 F (65,75] Married Employee
## 6899 0 0 0 0 M (45,55] Married Unskilled worker- Standardization of the data is needed in order to perform LDA analysis
10 Center and standardize variables in the dataset
Artistic_scaled <- scale(Artistic_Hobbies)
11 Summary of the scaled variables
summary(Artistic_Hobbies_scaled)
12 Check what is the class of the new scaled object
class(Hobbies_scaled)
13 change the object to data frame
Hobbies_scaled <- as.data.frame(Hobbies_scaled)
##
## Attaching package: 'dplyr'## The following object is masked from 'package:GGally':
##
## nasa## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union##
## Attaching package: 'MASS'## The following object is masked from 'package:dplyr':
##
## select## Call:
## lda(Prof ~ ., data = train)
##
## Prior probabilities of groups:
## Employee Foreman Management Manual labourer
## 0.37219406 0.10644461 0.15423606 0.16763215
## Other Technician Unskilled worker
## 0.02860246 0.05720492 0.11368573
##
## Group means:
## Show Exhib Play.M Collect GenderM
## Employee 0.2893969 0.2845331 0.16974708 0.10992218 0.1741245
## Foreman 0.3724490 0.4693878 0.21598639 0.12074830 0.5221088
## Management 0.5082160 0.5704225 0.27347418 0.11150235 0.6068075
## Manual labourer 0.1609071 0.1771058 0.09611231 0.10799136 0.7505400
## Other 0.3227848 0.3670886 0.24050633 0.08227848 0.3987342
## Technician 0.3354430 0.3639241 0.19620253 0.12658228 0.7278481
## Unskilled worker 0.1050955 0.1114650 0.08598726 0.08280255 0.4952229
## Age(35,45] Age(45,55] Age(55,65] Age(65,75] Age(75,85]
## Employee 0.2222763 0.2266537 0.1415370 0.09727626 0.04328794
## Foreman 0.2108844 0.2653061 0.1581633 0.08503401 0.06122449
## Management 0.2112676 0.2488263 0.1971831 0.10093897 0.04929577
## Manual labourer 0.2127430 0.2386609 0.1555076 0.11339093 0.06587473
## Other 0.1962025 0.1898734 0.1645570 0.09493671 0.06962025
## Technician 0.2025316 0.3069620 0.1202532 0.06645570 0.02848101
## Unskilled worker 0.1783439 0.2022293 0.1385350 0.13375796 0.06050955
## Age(85,100] Age[15,25] Marital.StMarried
## Employee 0.005836576 0.08073930 0.4790856
## Foreman 0.006802721 0.04081633 0.5697279
## Management 0.008215962 0.01643192 0.5845070
## Manual labourer 0.011879050 0.05507559 0.5626350
## Other 0.037974684 0.04430380 0.5379747
## Technician 0.000000000 0.07278481 0.5284810
## Unskilled worker 0.012738854 0.11942675 0.4426752
## Marital.StRemarried Marital.StSingle Marital.StWidower
## Employee 0.04961089 0.2417315 0.10505837
## Foreman 0.05102041 0.2074830 0.08333333
## Management 0.05868545 0.2077465 0.05516432
## Manual labourer 0.05831533 0.2073434 0.07775378
## Other 0.04430380 0.2405063 0.09493671
## Technician 0.05696203 0.2689873 0.02531646
## Unskilled worker 0.02866242 0.2945860 0.14490446
##
## Coefficients of linear discriminants:
## LD1 LD2 LD3 LD4
## Show 0.23694275 -1.06097195 0.26413699 -0.10117760
## Exhib 0.48120021 -1.30529128 -0.28340741 0.63692130
## Play.M 0.13942990 -0.56181105 -0.42538749 0.20048762
## Collect -0.26358528 0.18163929 0.87689445 -0.53233655
## GenderM 2.18629356 0.56961592 0.10202215 0.29115990
## Age(35,45] 0.08691193 0.08803128 -0.26015615 -0.44237148
## Age(45,55] 0.28017486 0.01319229 0.09334299 0.39884975
## Age(55,65] 0.26225053 -0.20043309 -1.25883917 -0.24769181
## Age(65,75] 0.24563642 0.08418736 -1.35182750 -0.04449198
## Age(75,85] 0.51704404 -0.17463863 -1.60644299 -1.22537233
## Age(85,100] 0.81615436 -0.18741737 -5.72780175 -3.27457057
## Age[15,25] -0.48518110 0.74586005 0.08459428 1.69549959
## Marital.StMarried 0.18912210 -0.19364366 -0.85761883 -0.27965910
## Marital.StRemarried 0.02141345 -0.28142046 -0.05561312 -1.21929987
## Marital.StSingle 0.08291406 0.07351631 -1.31767866 0.78443678
## Marital.StWidower 0.06781783 0.47559975 -1.55020996 1.53838154
## LD5 LD6
## Show -0.003686593 -1.29562068
## Exhib 0.500935026 1.09638237
## Play.M -1.086545918 -0.01906547
## Collect 0.367940331 0.44210680
## GenderM -0.029922928 -0.08749337
## Age(35,45] 1.100105468 -0.52048271
## Age(45,55] 0.722350481 -0.13808690
## Age(55,65] 1.204084589 -1.44929525
## Age(65,75] 1.305111332 -2.05705149
## Age(75,85] 0.987231981 0.32911862
## Age(85,100] -5.662730188 0.43522548
## Age[15,25] 0.576543176 -0.16260688
## Marital.StMarried 0.505628748 0.99777494
## Marital.StRemarried 0.403655228 0.29769807
## Marital.StSingle 0.079173475 0.18036519
## Marital.StWidower 1.733781927 1.47506748
##
## Proportion of trace:
## LD1 LD2 LD3 LD4 LD5 LD6
## 0.6208 0.3348 0.0196 0.0131 0.0064 0.0053# plot the lda results
plot(lda.fit, dimen = 2)
lda.arrows(lda.fit, myscale = 2)
# predict classes with test data
lda.pred <- predict(lda.fit, newdata = test)14 MASS, ggplot2 and Boston dataset are available
set.seed(123)
15 determine the number of clusters
k_max <- 10
16 calculate the total within sum of squares
twcss <- sapply(1:k_max, function(k){kmeans(, k)$tot.withinss})
17 visualize the results
qplot(x = 1:k_max, y = twcss, geom = ‘line’)
18 k-means clustering
km <-kmeans(boston_scaled, centers = 2)
19 plot the Boston dataset with clusters
pairs(boston_scaled, col = km$cluster)
20 calculate the total within sum of squares
twcss <- sapply(1:k_max, function(k){kmeans(boston_scaled, k)$tot.withinss})
21 visualize the results
qplot(x = 1:k_max, y = twcss, geom = ‘line’)
22 k-means clustering
km <-kmeans(boston_scaled, centers = 3)
23 plot the Boston dataset with clusters
pairs(boston_scaled, col = km$cluster)
model_predictors <- dplyr::select(train, -crime)
24 check the dimensions
dim(model_predictors) dim(lda.fit$scaling)
25 matrix multiplication
matrix_product <- as.matrix(model_predictors) %*% lda.fit$scaling matrix_product <- as.data.frame(matrix_product)
26 Create a 3D plot of the columns of the matrix product
library(ggplot2) library(plotly) plot_ly(x = matrix_product\(LD1, y = matrix_product\)LD2, z = matrix_product\(LD3, type= 'scatter3d', mode='markers', col = train\)crime)
plot_ly(x = matrix_product\(LD1, y = matrix_product\)LD2, z = matrix_product\(LD3, type= 'scatter3d', mode='markers', col = train\)km)
27 - Conclusions and discussion
- In summary, let’s have a look on my initial hypothesis and results:
- Will more demanding professions leave less space for hobbies or people will chose less time consuming hobbies?
- It seems that the major correlation with the professions is with the unskilled and manual workers that tend to have less hobbies tht might required some more physical work or money. When it comes to the generic hobbies that are easily accessible to all (like reading and listenign music) it seems the diferences are not that dramatic.
- Interesting to note that the main people doing some volunterring are females in the management position.
- Is there some hobbies that are stereotypically associated with one or the other gender of the enquired people?
- After the initial analysis it seemed that knitting is indeed an almost female exclusive hobbie;
- Fishing have more fans in the male enquired people;
- It seems that more female are playing music as hobbie;
- Is age related with the amount and type of hobbies that inquired undertake?
- It seems there is some correlation with the interest changing accordint age when it comes to more specific hobbies, on the generic hobbies there was not such a significant difference. Also to note that there was less enquired from the higher age groups. So its a bit uncertain if the population really disconnet from hobbies like going to shoes, exhibitions, playing music, etc.. or if the inquired population doesn’t the generalized population
- Number of activities changing with age?
- Our analysis indicated that the amount of hobbies (taking in account the results from both gender) goes up in the 35 - 45 age groups, after that the amount of hobbies will slighly decrease in the females group and more steadly stay up in the males groups.
- Number of activities changing with profession?
- It seems that profession like management have an higher availability to higher number of hobbies. While unskilled and manual work have less hobbies, even due to less time or money.
- Will more demanding professions leave less space for hobbies or people will chose less time consuming hobbies?